From 52696161bbb54b057310bd6699de5deb4b17899b Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Thu, 17 Aug 2023 13:29:06 -0700 Subject: [PATCH 01/14] Integrate llvm-project at 063c42e919c01d7e64c1af5a10898fc84b06dfe8 * Reset third_party/llvm-project: 063c42e919c01d7e64c1af5a10898fc84b06dfe8 (2023-08-16 10:45:54 -0700): [clang-format] Handle NamespaceMacro string arg for FixNamespaceComments --- third_party/llvm-project | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/third_party/llvm-project b/third_party/llvm-project index de2252e70c00..6e3d4c7344b8 160000 --- a/third_party/llvm-project +++ b/third_party/llvm-project @@ -1 +1 @@ -Subproject commit de2252e70c00a057a5845b78f6a1d4dd358ce8c1 +Subproject commit 6e3d4c7344b829a7fb3ffb0a6d7c94a477d10cc6 From 3e0f7a31825759adef287430b4d9321d516744c5 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Thu, 17 Aug 2023 15:06:17 -0700 Subject: [PATCH 02/14] cherry-pick https://github.com/iree-org/iree-llvm-fork/commit/82512f9824e26325537f91249bcfc94b3530438f From 7dfcecb24b8cd0bbe5c7bdefe8bc471ae9ffa7ed Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Thu, 17 Aug 2023 16:16:31 -0700 Subject: [PATCH 03/14] fixes for https://github.com/llvm/llvm-project/commit/a02ad6c1773368c9ce67d3a28578bf6284c6c1be --- .../Interfaces/BufferizationInterfaces.cpp | 50 ++++++++++--------- 1 file changed, 26 insertions(+), 24 deletions(-) diff --git a/compiler/src/iree/compiler/Codegen/Interfaces/BufferizationInterfaces.cpp b/compiler/src/iree/compiler/Codegen/Interfaces/BufferizationInterfaces.cpp index 18ac7b8e288b..3badb94922ec 100644 --- a/compiler/src/iree/compiler/Codegen/Interfaces/BufferizationInterfaces.cpp +++ b/compiler/src/iree/compiler/Codegen/Interfaces/BufferizationInterfaces.cpp @@ -28,7 +28,7 @@ using mlir::bufferization::AliasingOpOperand; using mlir::bufferization::AliasingOpOperandList; -using mlir::bufferization::AliasingOpResult; +using mlir::bufferization::AliasingValue; using mlir::bufferization::AnalysisState; using mlir::bufferization::BufferizableOpInterface; using mlir::bufferization::BufferizationOptions; @@ -216,9 +216,9 @@ struct DispatchTensorStoreOpInterface return false; } - bufferization::AliasingOpResultList - getAliasingOpResults(Operation *op, OpOperand &opOperand, - const AnalysisState &state) const { + bufferization::AliasingValueList + getAliasingValues(Operation *op, OpOperand &opOperand, + const AnalysisState &state) const { return {}; } @@ -370,33 +370,35 @@ struct LinalgExtOpInterface const AnalysisState &state) const { // Operand is written to if it has an aliasing OpResult. auto bufferizableOp = cast(op); - return !bufferizableOp.getAliasingOpResults(opOperand, state) + return !bufferizableOp.getAliasingValues(opOperand, state) .getAliases() .empty(); } bufferization::AliasingOpOperandList - getAliasingOpOperands(Operation *op, OpResult opResult, + getAliasingOpOperands(Operation *op, Value value, const AnalysisState &state) const { auto linalgExtOp = cast(op); + size_t resultNum = std::distance(op->getOpResults().begin(), + llvm::find(op->getOpResults(), value)); // The i-th OpResult may alias with the i-th "out" tensor. - return {AliasingOpOperand( - linalgExtOp.getOutputOperand(opResult.getResultNumber()) /*result*/, - BufferRelation::Equivalent, - /*isDefinite=*/false)}; + return { + AliasingOpOperand(linalgExtOp.getOutputOperand(resultNum) /*result*/, + BufferRelation::Equivalent, + /*isDefinite=*/false)}; } - bufferization::AliasingOpResultList - getAliasingOpResults(Operation *op, OpOperand &opOperand, - const AnalysisState &state) const { + bufferization::AliasingValueList + getAliasingValues(Operation *op, OpOperand &opOperand, + const AnalysisState &state) const { auto dspOp = cast(op); // The i-th "out" tensor may alias with the i-th OpResult. if (dspOp.isDpsInit(&opOperand)) { - return {AliasingOpResult(dspOp.getTiedOpResult(&opOperand) /*result*/, - BufferRelation::Equivalent, - /*isDefinite=*/false)}; + return {AliasingValue(dspOp.getTiedOpResult(&opOperand) /*result*/, + BufferRelation::Equivalent, + /*isDefinite=*/false)}; } return {}; } @@ -513,8 +515,8 @@ struct PackUnPackOpInterface return {dpsOp.getDpsInitOperand(opResult.getResultNumber())}; } - SmallVector getAliasingOpResult(Operation *op, OpOperand &opOperand, - const AnalysisState &state) const { + SmallVector getAliasingValue(Operation *op, OpOperand &opOperand, + const AnalysisState &state) const { auto dspOp = cast(op); // The i-th "out" tensor may alias with the i-th OpResult. @@ -523,16 +525,16 @@ struct PackUnPackOpInterface return {}; } - bufferization::AliasingOpResultList - getAliasingOpResults(Operation *op, OpOperand &opOperand, - const AnalysisState &state) const { + bufferization::AliasingValueList + getAliasingValues(Operation *op, OpOperand &opOperand, + const AnalysisState &state) const { auto dspOp = cast(op); // The i-th "out" tensor may alias with the i-th OpResult. if (dspOp.isDpsInit(&opOperand)) - return {AliasingOpResult(dspOp.getTiedOpResult(&opOperand), - BufferRelation::Equivalent, - /*isDefinite=*/false)}; + return {AliasingValue(dspOp.getTiedOpResult(&opOperand), + BufferRelation::Equivalent, + /*isDefinite=*/false)}; return {}; } From 9a033492b68cc8f3ad83d70e4a5b516b5b670015 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Thu, 17 Aug 2023 16:17:59 -0700 Subject: [PATCH 04/14] [TOSA] Align with custom assembly format change Co-authored-by: TatWai Chong --- .../python/iree/compiler/tools/__init__.py | 2 +- .../LLVMCPU/test/apply_scale_lowering.mlir | 10 +-- ...materialize_vmvx_launch_configuration.mlir | 2 +- .../Codegen/LLVMCPU/test/pipeline_tests.mlir | 4 +- .../Flow/Transforms/test/verify_input_ir.mlir | 2 +- .../TOSA/test/tosa_to_linalg_ext.mlir | 12 +-- .../verify_compiler_tosa_input_legality.mlir | 2 +- tests/e2e/regression/dynamic_tosa_clamp.mlir | 2 +- ...quantized_fully_connected_issue_10859.mlir | 18 ++--- tests/e2e/regression/layernorm.mlir | 20 ++--- .../reduction_broadcast_elementwise.mlir | 6 +- tests/e2e/regression/softmax.mlir | 12 +-- tests/e2e/regression/softmax_large.mlir | 14 ++-- tests/e2e/tosa_ops/abs.mlir | 2 +- tests/e2e/tosa_ops/add.mlir | 4 +- .../e2e/tosa_ops/arithmetic_right_shift.mlir | 4 +- tests/e2e/tosa_ops/bitwise_and.mlir | 2 +- tests/e2e/tosa_ops/bitwise_or.mlir | 2 +- tests/e2e/tosa_ops/bitwise_xor.mlir | 2 +- tests/e2e/tosa_ops/ceil.mlir | 2 +- tests/e2e/tosa_ops/clamp.mlir | 4 +- tests/e2e/tosa_ops/clz.mlir | 2 +- tests/e2e/tosa_ops/equal.mlir | 4 +- tests/e2e/tosa_ops/exp.mlir | 2 +- tests/e2e/tosa_ops/floor.mlir | 2 +- tests/e2e/tosa_ops/fully_connected.mlir | 2 +- tests/e2e/tosa_ops/gather.mlir | 4 +- tests/e2e/tosa_ops/greater.mlir | 4 +- tests/e2e/tosa_ops/greater_equal.mlir | 4 +- tests/e2e/tosa_ops/if.mlir | 29 +++---- tests/e2e/tosa_ops/log.mlir | 2 +- tests/e2e/tosa_ops/logical_left_shift.mlir | 2 +- tests/e2e/tosa_ops/logical_right_shift.mlir | 2 +- .../e2e/tosa_ops/logical_right_shift_16.mlir | 2 +- tests/e2e/tosa_ops/matmul.mlir | 4 +- tests/e2e/tosa_ops/max_pool.mlir | 8 +- tests/e2e/tosa_ops/maximum.mlir | 4 +- tests/e2e/tosa_ops/minimum.mlir | 4 +- tests/e2e/tosa_ops/mul.mlir | 4 +- tests/e2e/tosa_ops/mul_shift.mlir | 2 +- tests/e2e/tosa_ops/negate.mlir | 4 +- tests/e2e/tosa_ops/pad.mlir | 6 +- tests/e2e/tosa_ops/reciprocal.mlir | 2 +- tests/e2e/tosa_ops/reduce.mlir | 18 ++--- tests/e2e/tosa_ops/reshape.mlir | 6 +- tests/e2e/tosa_ops/rsqrt.mlir | 2 +- tests/e2e/tosa_ops/select.mlir | 4 +- tests/e2e/tosa_ops/sigmoid.mlir | 2 +- tests/e2e/tosa_ops/sub.mlir | 4 +- tests/e2e/tosa_ops/table.mlir | 2 +- tests/e2e/tosa_ops/tanh.mlir | 2 +- tests/e2e/tosa_ops/transpose.mlir | 2 +- tests/e2e/tosa_ops/while.mlir | 76 +++++++++---------- 53 files changed, 168 insertions(+), 177 deletions(-) diff --git a/compiler/bindings/python/iree/compiler/tools/__init__.py b/compiler/bindings/python/iree/compiler/tools/__init__.py index 90064f6f3294..044d6b928115 100644 --- a/compiler/bindings/python/iree/compiler/tools/__init__.py +++ b/compiler/bindings/python/iree/compiler/tools/__init__.py @@ -20,7 +20,7 @@ SIMPLE_MUL_ASM = """ func.func @simple_mul(%arg0: tensor<4xf32>, %arg1: tensor<4xf32>) -> tensor<4xf32> { - %0 = "tosa.mul"(%arg0, %arg1) {shift = 0 : i32} : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %0 = tosa.mul %arg0, %arg1 {shift = 0 : i32} : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> return %0 : tensor<4xf32> } """ diff --git a/compiler/src/iree/compiler/Codegen/LLVMCPU/test/apply_scale_lowering.mlir b/compiler/src/iree/compiler/Codegen/LLVMCPU/test/apply_scale_lowering.mlir index 6dd199817221..a0dccff58daa 100644 --- a/compiler/src/iree/compiler/Codegen/LLVMCPU/test/apply_scale_lowering.mlir +++ b/compiler/src/iree/compiler/Codegen/LLVMCPU/test/apply_scale_lowering.mlir @@ -30,7 +30,7 @@ hal.executable private @apply_scale_no_vector_feature { %0 = hal.interface.binding.subspan set(0) binding(0) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %1 = hal.interface.binding.subspan set(0) binding(1) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %2 = vector.load %0[%c0] : memref<2xi32>, vector<2xi32> - %3 = "tosa.apply_scale"(%2, %cst, %cst_0) {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> + %3 = tosa.apply_scale %2, %cst, %cst_0 {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> vector.store %3, %1[%c0] : memref<2xi32>, vector<2xi32> return } @@ -78,7 +78,7 @@ hal.executable private @apply_scale_v { %0 = hal.interface.binding.subspan set(0) binding(0) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %1 = hal.interface.binding.subspan set(0) binding(1) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %2 = vector.load %0[%c0] : memref<2xi32>, vector<2xi32> - %3 = "tosa.apply_scale"(%2, %cst, %cst_0) {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> + %3 = tosa.apply_scale %2, %cst, %cst_0 {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> vector.store %3, %1[%c0] : memref<2xi32>, vector<2xi32> return } @@ -124,7 +124,7 @@ hal.executable private @apply_scale_zve64x { %0 = hal.interface.binding.subspan set(0) binding(0) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %1 = hal.interface.binding.subspan set(0) binding(1) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %2 = vector.load %0[%c0] : memref<2xi32>, vector<2xi32> - %3 = "tosa.apply_scale"(%2, %cst, %cst_0) {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> + %3 = tosa.apply_scale %2, %cst, %cst_0 {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> vector.store %3, %1[%c0] : memref<2xi32>, vector<2xi32> return } @@ -170,7 +170,7 @@ hal.executable private @apply_scale_zve32x { %0 = hal.interface.binding.subspan set(0) binding(0) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %1 = hal.interface.binding.subspan set(0) binding(1) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %2 = vector.load %0[%c0] : memref<2xi32>, vector<2xi32> - %3 = "tosa.apply_scale"(%2, %cst, %cst_0) {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> + %3 = tosa.apply_scale %2, %cst, %cst_0 {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> vector.store %3, %1[%c0] : memref<2xi32>, vector<2xi32> return } @@ -223,7 +223,7 @@ hal.executable private @apply_scale_zve32f { %0 = hal.interface.binding.subspan set(0) binding(0) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %1 = hal.interface.binding.subspan set(0) binding(1) type(storage_buffer) alignment(64) offset(%c0) : memref<2xi32> %2 = vector.load %0[%c0] : memref<2xi32>, vector<2xi32> - %3 = "tosa.apply_scale"(%2, %cst, %cst_0) {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> + %3 = tosa.apply_scale %2, %cst, %cst_0 {double_round = false} : (vector<2xi32>, vector<2xi32>, vector<2xi8>) -> vector<2xi32> vector.store %3, %1[%c0] : memref<2xi32>, vector<2xi32> return } diff --git a/compiler/src/iree/compiler/Codegen/LLVMCPU/test/materialize_vmvx_launch_configuration.mlir b/compiler/src/iree/compiler/Codegen/LLVMCPU/test/materialize_vmvx_launch_configuration.mlir index dac7ce152145..dd2696a4a911 100644 --- a/compiler/src/iree/compiler/Codegen/LLVMCPU/test/materialize_vmvx_launch_configuration.mlir +++ b/compiler/src/iree/compiler/Codegen/LLVMCPU/test/materialize_vmvx_launch_configuration.mlir @@ -161,7 +161,7 @@ hal.executable @fusion_quant_matmul_generic { %16 = arith.muli %in_1, %c-128_i32 : i32 %17 = arith.subi %in_0, %16 : i32 %18 = arith.addi %in, %17 : i32 - %19 = "tosa.apply_scale"(%18, %c1101627623_i32, %c36_i8) {double_round = true} : (i32, i32, i8) -> i32 + %19 = tosa.apply_scale %18, %c1101627623_i32, %c36_i8 {double_round = true} : (i32, i32, i8) -> i32 %20 = arith.addi %19, %c-128_i32 : i32 %21 = arith.cmpi slt, %20, %c-128_i32 : i32 %22 = arith.select %21, %c-128_i32, %20 : i32 diff --git a/compiler/src/iree/compiler/Codegen/LLVMCPU/test/pipeline_tests.mlir b/compiler/src/iree/compiler/Codegen/LLVMCPU/test/pipeline_tests.mlir index 19d5dfc8129e..c3d1630a2af2 100644 --- a/compiler/src/iree/compiler/Codegen/LLVMCPU/test/pipeline_tests.mlir +++ b/compiler/src/iree/compiler/Codegen/LLVMCPU/test/pipeline_tests.mlir @@ -483,7 +483,7 @@ hal.executable private @quant_matmul_fusion { %18 = arith.muli %in_1, %c12_i32 : i32 %19 = arith.subi %in_0, %18 : i32 %20 = arith.addi %in, %19 : i32 - %21 = "tosa.apply_scale"(%20, %in_2, %in_3) {double_round = true} : (i32, i32, i8) -> i32 + %21 = tosa.apply_scale %20, %in_2, %in_3 {double_round = true} : (i32, i32, i8) -> i32 %22 = arith.addi %21, %c-128_i32 : i32 %23 = arith.cmpi slt, %22, %c-128_i32 : i32 %24 = arith.select %23, %c-128_i32, %22 : i32 @@ -518,7 +518,7 @@ hal.executable private @quant_matmul_fusion { // CHECK-NEXT: arith.addi // CHECK: arith.muli // CHECK-NEXT: arith.addi -// CHECK: %{{.+}} = "tosa.apply_scale"({{.+}}) <{double_round = true}> : (vector<8x32xi32>, vector<8x32xi32>, vector<8x32xi8>) -> vector<8x32xi32> +// CHECK: %{{.+}} = tosa.apply_scale {{.+}} {double_round = true} : (vector<8x32xi32>, vector<8x32xi32>, vector<8x32xi8>) -> vector<8x32xi32> // ----- diff --git a/compiler/src/iree/compiler/Dialect/Flow/Transforms/test/verify_input_ir.mlir b/compiler/src/iree/compiler/Dialect/Flow/Transforms/test/verify_input_ir.mlir index 82822c6e6e58..81c851965724 100644 --- a/compiler/src/iree/compiler/Dialect/Flow/Transforms/test/verify_input_ir.mlir +++ b/compiler/src/iree/compiler/Dialect/Flow/Transforms/test/verify_input_ir.mlir @@ -14,7 +14,7 @@ func.func @check_no_stablehlo(%arg0: tensor, %arg1 : tensor) - // expected-error@below {{illegal operations still remain}} func.func @check_no_tosa(%arg0: tensor, %arg1 : tensor) -> tensor { // expected-error@+1 {{illegal op still exists}} - %0 = "tosa.add"(%arg0, %arg1) : (tensor, tensor) -> tensor + %0 = tosa.add %arg0, %arg1 : (tensor, tensor) -> tensor return %0 : tensor } diff --git a/compiler/src/iree/compiler/InputConversion/TOSA/test/tosa_to_linalg_ext.mlir b/compiler/src/iree/compiler/InputConversion/TOSA/test/tosa_to_linalg_ext.mlir index 1b811d33bb11..427454750d7c 100644 --- a/compiler/src/iree/compiler/InputConversion/TOSA/test/tosa_to_linalg_ext.mlir +++ b/compiler/src/iree/compiler/InputConversion/TOSA/test/tosa_to_linalg_ext.mlir @@ -7,7 +7,7 @@ func.func @scatter_static(%arg0 : tensor<1x4x5xf32>, %arg1 : tensor<1x2xi32>, %a // CHECK-DAG: %[[EMPTY:.+]] = tensor.empty() : tensor<1x2x1xi32> // CHECK-DAG: %[[C0:.+]] = arith.constant 0 : i32 // CHECK-DAG: %[[FILL:.+]] = linalg.fill ins(%[[C0]] : i32) outs(%[[EMPTY]] : tensor<1x2x1xi32>) - // CHECK-DAG: %[[CONCAT:.+]] = "tosa.concat"(%[[FILL]], %[[EXPANDIDX]]) <{axis = 2 : i64}> + // CHECK-DAG: %[[CONCAT:.+]] = tosa.concat %[[FILL]], %[[EXPANDIDX]] {axis = 2 : i64} // CHECK: %[[COLLAPSE_IDX:.+]] = tensor.collapse_shape %[[CONCAT]] // CHECK-SAME{literal}: [[0, 1], [2]] : tensor<1x2x2xi32> into tensor<2x2xi32> // CHECK: %[[COLLAPSE_UPD:.+]] = tensor.collapse_shape %arg2 @@ -18,7 +18,7 @@ func.func @scatter_static(%arg0 : tensor<1x4x5xf32>, %arg1 : tensor<1x2xi32>, %a // CHECK: ^bb0(%[[UPD:.+]]: f32, %{{.+}}: f32): // CHECK: iree_linalg_ext.yield %[[UPD]] // CHECK: } -> tensor<1x4x5xf32> - %0 = "tosa.scatter"(%arg0, %arg1, %arg2) : (tensor<1x4x5xf32>, tensor<1x2xi32>, tensor<1x2x5xf32>) -> (tensor<1x4x5xf32>) + %0 = tosa.scatter %arg0, %arg1, %arg2 : (tensor<1x4x5xf32>, tensor<1x2xi32>, tensor<1x2x5xf32>) -> (tensor<1x4x5xf32>) // CHECK: return %[[SCATTER]] return %0 : tensor<1x4x5xf32> @@ -39,7 +39,7 @@ func.func @scatter_static_batched(%arg0 : tensor<2x4x5xf32>, %arg1 : tensor<2x2x // CHECK: %[[IDX:.+]] = linalg.index 0 : index // CHECK: %[[CAST:.+]] = arith.index_cast %[[IDX]] : index to i32 // CHECK: linalg.yield %[[CAST]] : i32 - // CHECK: %[[CONCAT:.+]] = "tosa.concat"(%[[GENERIC]], %[[EXPANDIDX]]) <{axis = 2 : i64}> + // CHECK: %[[CONCAT:.+]] = tosa.concat %[[GENERIC]], %[[EXPANDIDX]] {axis = 2 : i64} // CHECK: %[[COLLAPSE_IDX:.+]] = tensor.collapse_shape %[[CONCAT]] // CHECK-SAME{literal}: [[0, 1], [2]] : tensor<2x2x2xi32> into tensor<4x2xi32> // CHECK: %[[COLLAPSE_UPD:.+]] = tensor.collapse_shape %arg2 @@ -50,7 +50,7 @@ func.func @scatter_static_batched(%arg0 : tensor<2x4x5xf32>, %arg1 : tensor<2x2x // CHECK: ^bb0(%[[UPD:.+]]: f32, %{{.+}}: f32): // CHECK: iree_linalg_ext.yield %[[UPD]] // CHECK: } -> tensor<2x4x5xf32> - %0 = "tosa.scatter"(%arg0, %arg1, %arg2) : (tensor<2x4x5xf32>, tensor<2x2xi32>, tensor<2x2x5xf32>) -> (tensor<2x4x5xf32>) + %0 = tosa.scatter %arg0, %arg1, %arg2 : (tensor<2x4x5xf32>, tensor<2x2xi32>, tensor<2x2x5xf32>) -> (tensor<2x4x5xf32>) // CHECK: return %[[SCATTER]] return %0 : tensor<2x4x5xf32> @@ -68,14 +68,14 @@ func.func @scatter_dynamic(%arg0 : tensor, %arg1 : tensor, % // CHECK: %[[EMPTY:.+]] = tensor.empty(%[[DIM0]], %[[DIM1]]) : tensor // CHECK: %[[GENERIC:.+]] = linalg.generic // CHECK-SAME: ins(%[[EXPAND]] : tensor) outs(%[[EMPTY]] : tensor) { - // CHECK: %[[CONCAT:.+]] = "tosa.concat"(%[[GENERIC]], %[[EXPAND]]) <{axis = 2 : i64}> + // CHECK: %[[CONCAT:.+]] = tosa.concat %[[GENERIC]], %[[EXPAND]] {axis = 2 : i64} // CHECK: %[[COLLAPSE_IDX:.+]] = tensor.collapse_shape %[[CONCAT]] // CHECK-SAME{literal}: [[0, 1], [2]] : tensor into tensor // CHECK: %[[COLLAPSE_UPD:.+]] = tensor.collapse_shape %arg2 // CHECK-SAME{literal}: [[0, 1], [2]] : tensor into tensor // CHECK: %[[SCATTER:.+]] = iree_linalg_ext.scatter // CHECK-SAME: ins(%[[COLLAPSE_UPD]], %[[COLLAPSE_IDX]] : tensor, tensor) outs(%arg0 : tensor) - %0 = "tosa.scatter"(%arg0, %arg1, %arg2) : (tensor, tensor, tensor) -> (tensor) + %0 = tosa.scatter %arg0, %arg1, %arg2 : (tensor, tensor, tensor) -> (tensor) // CHECK: return %[[SCATTER]] return %0 : tensor diff --git a/compiler/src/iree/compiler/InputConversion/TOSA/test/verify_compiler_tosa_input_legality.mlir b/compiler/src/iree/compiler/InputConversion/TOSA/test/verify_compiler_tosa_input_legality.mlir index 7a373ddb4c46..bf1564f12fc3 100644 --- a/compiler/src/iree/compiler/InputConversion/TOSA/test/verify_compiler_tosa_input_legality.mlir +++ b/compiler/src/iree/compiler/InputConversion/TOSA/test/verify_compiler_tosa_input_legality.mlir @@ -5,7 +5,7 @@ module { func.func @illegal_tosa(%arg0: tensor<4xf32>, %arg1: tensor<4xf32>) -> tensor<4xf32> { // expected-note@+1 {{failed to legalize operation 'tosa.add' that was explicitly marked illegal}} - %0 = "tosa.add"(%arg0, %arg1) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %0 = tosa.add %arg0, %arg1 : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> return %0 : tensor<4xf32> } } diff --git a/tests/e2e/regression/dynamic_tosa_clamp.mlir b/tests/e2e/regression/dynamic_tosa_clamp.mlir index 1fbb3cddbc6e..081bb446aabd 100644 --- a/tests/e2e/regression/dynamic_tosa_clamp.mlir +++ b/tests/e2e/regression/dynamic_tosa_clamp.mlir @@ -1,6 +1,6 @@ // Minimized from dynamic_tosa_quantized_fully_connected_issue_10859.mlir func.func @clamp(%arg0: tensor) ->tensor{ - %1 = "tosa.clamp"(%arg0) {max_fp = 0.000000e+00 : f32, max_int = 127 : i64, min_fp = 0.000000e+00 : f32, min_int = -128 : i64} : (tensor) -> tensor + %1 = tosa.clamp %arg0 {max_fp = 0.000000e+00 : f32, max_int = 127 : i64, min_fp = 0.000000e+00 : f32, min_int = -128 : i64} : (tensor) -> tensor return %1 : tensor } diff --git a/tests/e2e/regression/dynamic_tosa_quantized_fully_connected_issue_10859.mlir b/tests/e2e/regression/dynamic_tosa_quantized_fully_connected_issue_10859.mlir index 9396113cc285..1e09a497c571 100644 --- a/tests/e2e/regression/dynamic_tosa_quantized_fully_connected_issue_10859.mlir +++ b/tests/e2e/regression/dynamic_tosa_quantized_fully_connected_issue_10859.mlir @@ -1,14 +1,14 @@ // Regression testcase from https://github.com/openxla/iree/issues/10859 func.func @main(%arg0: tensor<256xi8>, %arg1: tensor<2xi32>, %arg2: tensor<2x32xi8>, %arg3: tensor<32xi32>, %arg4: tensor<32x32xi8>, %arg5: tensor<32xi32>, %arg6: tensor<32x3360xi8>, %arg7: tensor) -> (tensor) { - %0 = "tosa.fully_connected"(%arg7, %arg6, %arg5) {quantization_info = #tosa.conv_quant} : (tensor, tensor<32x3360xi8>, tensor<32xi32>) -> tensor - %1 = "tosa.rescale"(%0) {double_round = true, input_zp = 0 : i32, multiplier = array, output_zp = -128 : i32, per_channel = false, scale32 = true, shift = array} : (tensor) -> tensor - %2 = "tosa.clamp"(%1) {max_fp = 0.000000e+00 : f32, max_int = 127 : i64, min_fp = 0.000000e+00 : f32, min_int = -128 : i64} : (tensor) -> tensor - %3 = "tosa.fully_connected"(%2, %arg4, %arg3) {quantization_info = #tosa.conv_quant} : (tensor, tensor<32x32xi8>, tensor<32xi32>) -> tensor - %4 = "tosa.rescale"(%3) {double_round = true, input_zp = 0 : i32, multiplier = array, output_zp = -128 : i32, per_channel = false, scale32 = true, shift = array} : (tensor) -> tensor - %5 = "tosa.clamp"(%4) {max_fp = 0.000000e+00 : f32, max_int = 127 : i64, min_fp = 0.000000e+00 : f32, min_int = -128 : i64} : (tensor) -> tensor - %6 = "tosa.fully_connected"(%5, %arg2, %arg1) {quantization_info = #tosa.conv_quant} : (tensor, tensor<2x32xi8>, tensor<2xi32>) -> tensor - %7 = "tosa.rescale"(%6) {double_round = true, input_zp = 0 : i32, multiplier = array, output_zp = 44 : i32, per_channel = false, scale32 = true, shift = array} : (tensor) -> tensor - %8 = "tosa.table"(%7, %arg0) : (tensor, tensor<256xi8>) -> tensor + %0 = tosa.fully_connected %arg7, %arg6, %arg5 {quantization_info = #tosa.conv_quant} : (tensor, tensor<32x3360xi8>, tensor<32xi32>) -> tensor + %1 = tosa.rescale %0 {double_round = true, input_zp = 0 : i32, multiplier = array, output_zp = -128 : i32, per_channel = false, scale32 = true, shift = array} : (tensor) -> tensor + %2 = tosa.clamp %1 {max_fp = 0.000000e+00 : f32, max_int = 127 : i64, min_fp = 0.000000e+00 : f32, min_int = -128 : i64} : (tensor) -> tensor + %3 = tosa.fully_connected %2, %arg4, %arg3 {quantization_info = #tosa.conv_quant} : (tensor, tensor<32x32xi8>, tensor<32xi32>) -> tensor + %4 = tosa.rescale %3 {double_round = true, input_zp = 0 : i32, multiplier = array, output_zp = -128 : i32, per_channel = false, scale32 = true, shift = array} : (tensor) -> tensor + %5 = tosa.clamp %4 {max_fp = 0.000000e+00 : f32, max_int = 127 : i64, min_fp = 0.000000e+00 : f32, min_int = -128 : i64} : (tensor) -> tensor + %6 = tosa.fully_connected %5, %arg2, %arg1 {quantization_info = #tosa.conv_quant} : (tensor, tensor<2x32xi8>, tensor<2xi32>) -> tensor + %7 = tosa.rescale %6 {double_round = true, input_zp = 0 : i32, multiplier = array, output_zp = 44 : i32, per_channel = false, scale32 = true, shift = array} : (tensor) -> tensor + %8 = tosa.table %7, %arg0 : (tensor, tensor<256xi8>) -> tensor return %8 : tensor } diff --git a/tests/e2e/regression/layernorm.mlir b/tests/e2e/regression/layernorm.mlir index f165e25f6e45..b5e825f9936f 100644 --- a/tests/e2e/regression/layernorm.mlir +++ b/tests/e2e/regression/layernorm.mlir @@ -6,17 +6,17 @@ // func.func @layernorm() { // %x = util.unfoldable_constant dense<5.0> : tensor<128x384xf32> // %c384 = util.unfoldable_constant dense<384.0> : tensor<128x1xf32> -// %sum = "tosa.reduce_sum"(%x) {axis = 1 : i64} : (tensor<128x384xf32>) -> tensor<128x1xf32> -// %r384 = "tosa.reciprocal"(%c384) : (tensor<128x1xf32>) -> tensor<128x1xf32> -// %mean = "tosa.mul"(%sum, %r384) {shift = 0 : i32} : (tensor<128x1xf32>, tensor<128x1xf32>) -> tensor<128x1xf32> -// %x_sub_mean = "tosa.sub"(%x, %mean) : (tensor<128x384xf32>, tensor<128x1xf32>) -> tensor<128x384xf32> -// %square = "tosa.mul"(%x_sub_mean, %x_sub_mean) {shift = 0 : i32} : (tensor<128x384xf32>, tensor<128x384xf32>) -> tensor<128x384xf32> -// %square_sum = "tosa.reduce_sum"(%square) {axis = 1 : i64} : (tensor<128x384xf32>) -> tensor<128x1xf32> -// %variance = "tosa.mul"(%square_sum, %r384) {shift = 0 : i32} : (tensor<128x1xf32>, tensor<128x1xf32>) -> tensor<128x1xf32> +// %sum = tosa.reduce_sum %x {axis = 1 : i64} : (tensor<128x384xf32>) -> tensor<128x1xf32> +// %r384 = tosa.reciprocal %c384 : (tensor<128x1xf32>) -> tensor<128x1xf32> +// %mean = tosa.mul %sum, %r384 {shift = 0 : i32} : (tensor<128x1xf32>, tensor<128x1xf32>) -> tensor<128x1xf32> +// %x_sub_mean = tosa.sub %x, %mean : (tensor<128x384xf32>, tensor<128x1xf32>) -> tensor<128x384xf32> +// %square = tosa.mul %x_sub_mean, %x_sub_mean {shift = 0 : i32} : (tensor<128x384xf32>, tensor<128x384xf32>) -> tensor<128x384xf32> +// %square_sum = tosa.reduce_sum %square {axis = 1 : i64} : (tensor<128x384xf32>) -> tensor<128x1xf32> +// %variance = tosa.mul %square_sum, %r384 {shift = 0 : i32} : (tensor<128x1xf32>, tensor<128x1xf32>) -> tensor<128x1xf32> // %epsilon = util.unfoldable_constant dense<9.99999996E-13> : tensor<128x1xf32> -// %var_eps = "tosa.add"(%variance, %epsilon) : (tensor<128x1xf32>, tensor<128x1xf32>) -> tensor<128x1xf32> -// %rsigma = "tosa.rsqrt"(%var_eps) : (tensor<128x1xf32>) -> tensor<128x1xf32> -// %norm = "tosa.mul"(%x_sub_mean, %rsigma) {shift = 0 : i32} : (tensor<128x384xf32>, tensor<128x1xf32>) -> tensor<128x384xf32> +// %var_eps = tosa.add %variance, %epsilon : (tensor<128x1xf32>, tensor<128x1xf32>) -> tensor<128x1xf32> +// %rsigma = tosa.rsqrt %var_eps : (tensor<128x1xf32>) -> tensor<128x1xf32> +// %norm = tosa.mul %x_sub_mean, %rsigma {shift = 0 : i32} : (tensor<128x384xf32>, tensor<128x1xf32>) -> tensor<128x384xf32> // check.expect_almost_eq_const(%norm, dense<0.0> : tensor<128x384xf32>) : tensor<128x384xf32> // return // } diff --git a/tests/e2e/regression/reduction_broadcast_elementwise.mlir b/tests/e2e/regression/reduction_broadcast_elementwise.mlir index d89bc3b7fcdb..b947afad9242 100644 --- a/tests/e2e/regression/reduction_broadcast_elementwise.mlir +++ b/tests/e2e/regression/reduction_broadcast_elementwise.mlir @@ -2,9 +2,9 @@ // // func.func @max_sub_exp() { // %0 = util.unfoldable_constant dense<5.0> : tensor<12x128x128xf32> -// %red = "tosa.reduce_max"(%0) {axis = 2 : i64} : (tensor<12x128x128xf32>) -> tensor<12x128x1xf32> -// %sub = "tosa.sub"(%0, %red) : (tensor<12x128x128xf32>, tensor<12x128x1xf32>) -> tensor<12x128x128xf32> -// %exp = "tosa.exp"(%sub) : (tensor<12x128x128xf32>) -> tensor<12x128x128xf32> +// %red = tosa.reduce_max %0 {axis = 2 : i64} : (tensor<12x128x128xf32>) -> tensor<12x128x1xf32> +// %sub = tosa.sub %0, %red : (tensor<12x128x128xf32>, tensor<12x128x1xf32>) -> tensor<12x128x128xf32> +// %exp = tosa.exp %sub : (tensor<12x128x128xf32>) -> tensor<12x128x128xf32> // check.expect_almost_eq_const(%exp, dense<1.0> : tensor<12x128x128xf32>) : tensor<12x128x128xf32> // return // } diff --git a/tests/e2e/regression/softmax.mlir b/tests/e2e/regression/softmax.mlir index 64d0795b37ac..181638347a04 100644 --- a/tests/e2e/regression/softmax.mlir +++ b/tests/e2e/regression/softmax.mlir @@ -2,12 +2,12 @@ // // func.func @softmax() { // %0 = util.unfoldable_constant dense<5.0> : tensor<12x128x128xf32> -// %red = "tosa.reduce_max"(%0) {axis = 2 : i64} : (tensor<12x128x128xf32>) -> tensor<12x128x1xf32> -// %sub = "tosa.sub"(%0, %red) : (tensor<12x128x128xf32>, tensor<12x128x1xf32>) -> tensor<12x128x128xf32> -// %exp = "tosa.exp"(%sub) : (tensor<12x128x128xf32>) -> tensor<12x128x128xf32> -// %sum = "tosa.reduce_sum"(%exp) {axis = 2 : i64} : (tensor<12x128x128xf32>) -> tensor<12x128x1xf32> -// %rec = "tosa.reciprocal"(%sum) : (tensor<12x128x1xf32>) -> tensor<12x128x1xf32> -// %mul = "tosa.mul"(%exp, %rec) {shift = 0 : i32} : (tensor<12x128x128xf32>, tensor<12x128x1xf32>) -> tensor<12x128x128xf32> +// %red = tosa.reduce_max %0 {axis = 2 : i64} : (tensor<12x128x128xf32>) -> tensor<12x128x1xf32> +// %sub = tosa.sub %0, %red : (tensor<12x128x128xf32>, tensor<12x128x1xf32>) -> tensor<12x128x128xf32> +// %exp = tosa.exp %sub : (tensor<12x128x128xf32>) -> tensor<12x128x128xf32> +// %sum = tosa.reduce_sum %exp {axis = 2 : i64} : (tensor<12x128x128xf32>) -> tensor<12x128x1xf32> +// %rec = tosa.reciprocal %sum : (tensor<12x128x1xf32>) -> tensor<12x128x1xf32> +// %mul = tosa.mul %exp, %rec {shift = 0 : i32} : (tensor<12x128x128xf32>, tensor<12x128x1xf32>) -> tensor<12x128x128xf32> // check.expect_almost_eq_const(%mul, dense<0.0078125> : tensor<12x128x128xf32>) : tensor<12x128x128xf32> // return // } diff --git a/tests/e2e/regression/softmax_large.mlir b/tests/e2e/regression/softmax_large.mlir index 4a9e758d9db1..5739daf554f4 100644 --- a/tests/e2e/regression/softmax_large.mlir +++ b/tests/e2e/regression/softmax_large.mlir @@ -2,12 +2,12 @@ // // func.func @softmax() { // %0 = util.unfoldable_constant dense<5.0> : tensor<12x128x40960xf32> -// %red = "tosa.reduce_max"(%0) {axis = 2 : i64} : (tensor<12x128x40960xf32>) -> tensor<12x128x1xf32> -// %sub = "tosa.sub"(%0, %red) : (tensor<12x128x40960xf32>, tensor<12x128x1xf32>) -> tensor<12x128x40960xf32> -// %exp = "tosa.exp"(%sub) : (tensor<12x128x40960xf32>) -> tensor<12x128x40960xf32> -// %sum = "tosa.reduce_sum"(%exp) {axis = 2 : i64} : (tensor<12x128x40960xf32>) -> tensor<12x128x1xf32> -// %rec = "tosa.reciprocal"(%sum) : (tensor<12x128x1xf32>) -> tensor<12x128x1xf32> -// %mul = "tosa.mul"(%exp, %rec) {shift = 0 : i32} : (tensor<12x128x40960xf32>, tensor<12x128x1xf32>) -> tensor<12x128x40960xf32> +// %red = tosa.reduce_max %0 {axis = 2 : i64} : (tensor<12x128x40960xf32>) -> tensor<12x128x1xf32> +// %sub = tosa.sub %0, %red : (tensor<12x128x40960xf32>, tensor<12x128x1xf32>) -> tensor<12x128x40960xf32> +// %exp = tosa.exp %sub : (tensor<12x128x40960xf32>) -> tensor<12x128x40960xf32> +// %sum = tosa.reduce_sum %exp {axis = 2 : i64} : (tensor<12x128x40960xf32>) -> tensor<12x128x1xf32> +// %rec = tosa.reciprocal %sum : (tensor<12x128x1xf32>) -> tensor<12x128x1xf32> +// %mul = tosa.mul %exp, %rec {shift = 0 : i32} : (tensor<12x128x40960xf32>, tensor<12x128x1xf32>) -> tensor<12x128x40960xf32> // check.expect_almost_eq_const(%mul, dense<0.0078125> : tensor<12x128x40960xf32>) : tensor<12x128x40960xf32> // return // } @@ -55,4 +55,4 @@ func.func @softmax() { } -> tensor<12x128x40960xf32> check.expect_almost_eq(%10, %cst_2) : tensor<12x128x40960xf32> return -} \ No newline at end of file +} diff --git a/tests/e2e/tosa_ops/abs.mlir b/tests/e2e/tosa_ops/abs.mlir index 5f2e60e7e0c2..a0231b03408f 100644 --- a/tests/e2e/tosa_ops/abs.mlir +++ b/tests/e2e/tosa_ops/abs.mlir @@ -1,6 +1,6 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[-1.0, -0.5, 0.0, 1.0]> : tensor<4xf32> - %result = "tosa.abs"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.abs %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[1.0, 0.5, 0.0, 1.0]> : tensor<4xf32>) : tensor<4xf32> return } diff --git a/tests/e2e/tosa_ops/add.mlir b/tests/e2e/tosa_ops/add.mlir index c2d5ff27eb12..4d1c3b654436 100644 --- a/tests/e2e/tosa_ops/add.mlir +++ b/tests/e2e/tosa_ops/add.mlir @@ -1,7 +1,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, 2.0, 3.0, 4.0]> : tensor<4xf32> %1 = util.unfoldable_constant dense<[5.0, 6.0, 7.0, 8.0]> : tensor<4xf32> - %result = "tosa.add"(%0, %1) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %result = tosa.add %0, %1 : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[6.0, 8.0, 10.0, 12.0]> : tensor<4xf32>) : tensor<4xf32> return } @@ -9,7 +9,7 @@ func.func @tensor_float() { func.func @tensor_int() { %0 = util.unfoldable_constant dense<[1, 2, 3, 4]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[5, 6, 7, 8]> : tensor<4xi32> - %result = "tosa.add"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.add %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[6, 8, 10, 12]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/arithmetic_right_shift.mlir b/tests/e2e/tosa_ops/arithmetic_right_shift.mlir index 74d0484f63af..a115c36c9b4e 100644 --- a/tests/e2e/tosa_ops/arithmetic_right_shift.mlir +++ b/tests/e2e/tosa_ops/arithmetic_right_shift.mlir @@ -1,7 +1,7 @@ func.func @no_round() { %0 = util.unfoldable_constant dense<[5, 8, -1, 7]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[0, 1, 3, 1]> : tensor<4xi32> - %result = "tosa.arithmetic_right_shift"(%0, %1) {round = 0 : i1} : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.arithmetic_right_shift %0, %1 {round = 0 : i1} : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[5, 4, -1, 3]> : tensor<4xi32>) : tensor<4xi32> return } @@ -9,7 +9,7 @@ func.func @no_round() { func.func @with_round() { %0 = util.unfoldable_constant dense<[5, 8, -1, 7]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[0, 1, 3, 1]> : tensor<4xi32> - %result = "tosa.arithmetic_right_shift"(%0, %1) {round = 1 : i1} : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.arithmetic_right_shift %0, %1 {round = 1 : i1} : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[5, 4, 0, 4]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/bitwise_and.mlir b/tests/e2e/tosa_ops/bitwise_and.mlir index f21984ed9e8b..d34298303b48 100644 --- a/tests/e2e/tosa_ops/bitwise_and.mlir +++ b/tests/e2e/tosa_ops/bitwise_and.mlir @@ -1,7 +1,7 @@ func.func @tensor() { %0 = util.unfoldable_constant dense<[0x0, 0x011, 0x101, 0x111]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[0x0, 0x010, 0x111, 0x000]> : tensor<4xi32> - %result = "tosa.bitwise_and"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.bitwise_and %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[0x0, 0x010, 0x101, 0x000]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/bitwise_or.mlir b/tests/e2e/tosa_ops/bitwise_or.mlir index d86735ea9a08..1ced3a290221 100644 --- a/tests/e2e/tosa_ops/bitwise_or.mlir +++ b/tests/e2e/tosa_ops/bitwise_or.mlir @@ -1,7 +1,7 @@ func.func @tensor() { %0 = util.unfoldable_constant dense<[0x0, 0x11, 0x1101, 0x111]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[0x0, 0x10, 0x0111, 0x111]> : tensor<4xi32> - %result = "tosa.bitwise_or"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.bitwise_or %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[0x0, 0x11, 0x1111, 0x111]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/bitwise_xor.mlir b/tests/e2e/tosa_ops/bitwise_xor.mlir index 1a8334df78e7..87edf1ccac00 100644 --- a/tests/e2e/tosa_ops/bitwise_xor.mlir +++ b/tests/e2e/tosa_ops/bitwise_xor.mlir @@ -1,7 +1,7 @@ func.func @tensor() { %0 = util.unfoldable_constant dense<[0x0, 0x11, 0x1101, 0x111]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[0x0, 0x10, 0x0111, 0x000]> : tensor<4xi32> - %result = "tosa.bitwise_xor"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.bitwise_xor %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[0x0, 0x01, 0x1010, 0x111]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/ceil.mlir b/tests/e2e/tosa_ops/ceil.mlir index 7e8d210a8ae6..baf689b09cc9 100644 --- a/tests/e2e/tosa_ops/ceil.mlir +++ b/tests/e2e/tosa_ops/ceil.mlir @@ -1,6 +1,6 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[0.0, -1.3, 1.3, -0.3]> : tensor<4xf32> - %result = "tosa.ceil"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.ceil %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[0.0, -1.0, 2.0, 0.0]> : tensor<4xf32>) : tensor<4xf32> return } diff --git a/tests/e2e/tosa_ops/clamp.mlir b/tests/e2e/tosa_ops/clamp.mlir index dc3e30e1dc76..81d65203a3e6 100644 --- a/tests/e2e/tosa_ops/clamp.mlir +++ b/tests/e2e/tosa_ops/clamp.mlir @@ -1,13 +1,13 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, 0.0, 4.5, 2.0]> : tensor<4xf32> - %result = "tosa.clamp"(%0) {min_int = 1 : i64, max_int = 4 : i64, min_fp = 1.0 : f32, max_fp = 4.0 : f32} : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.clamp %0 {min_int = 1 : i64, max_int = 4 : i64, min_fp = 1.0 : f32, max_fp = 4.0 : f32} : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[1.0, 1.0, 4.0, 2.0]> : tensor<4xf32>) : tensor<4xf32> return } func.func @tensor_int() { %0 = util.unfoldable_constant dense<[1, 0, 5, 2]> : tensor<4xi32> - %result = "tosa.clamp"(%0) {min_int = 1 : i64, max_int = 4 : i64, min_fp = 1.0 : f32, max_fp = 4.0 : f32} : (tensor<4xi32>) -> tensor<4xi32> + %result = tosa.clamp %0 {min_int = 1 : i64, max_int = 4 : i64, min_fp = 1.0 : f32, max_fp = 4.0 : f32} : (tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[1, 1, 4, 2]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/clz.mlir b/tests/e2e/tosa_ops/clz.mlir index f6c8706a8166..7324b8da4257 100644 --- a/tests/e2e/tosa_ops/clz.mlir +++ b/tests/e2e/tosa_ops/clz.mlir @@ -1,6 +1,6 @@ func.func @tensor_int32() attributes { iree.module.export } { %0 = util.unfoldable_constant dense<[0, 1, -8, 256]> : tensor<4xi32> - %result = "tosa.clz"(%0) : (tensor<4xi32>) -> tensor<4xi32> + %result = tosa.clz %0 : (tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[32, 31, 0, 23]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/equal.mlir b/tests/e2e/tosa_ops/equal.mlir index 8ff6117a1308..f7677a53bb4a 100644 --- a/tests/e2e/tosa_ops/equal.mlir +++ b/tests/e2e/tosa_ops/equal.mlir @@ -1,7 +1,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, -1.0, 0.0, 2.5]> : tensor<4xf32> %1 = util.unfoldable_constant dense<[1.0, 1.0, -0.0, 2.0]> : tensor<4xf32> - %result = "tosa.equal"(%0, %1) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xi1> + %result = tosa.equal %0, %1 : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xi1> check.expect_eq_const(%result, dense<[true, false, true, false]> : tensor<4xi1>) : tensor<4xi1> return } @@ -9,7 +9,7 @@ func.func @tensor_float() { func.func @tensor_int() { %0 = util.unfoldable_constant dense<[1, 0, 1, 3]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[5, 0, 1, 8]> : tensor<4xi32> - %result = "tosa.equal"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi1> + %result = tosa.equal %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi1> check.expect_eq_const(%result, dense<[false, true, true, false]> : tensor<4xi1>) : tensor<4xi1> return } diff --git a/tests/e2e/tosa_ops/exp.mlir b/tests/e2e/tosa_ops/exp.mlir index 45036be73ba6..f33116144874 100644 --- a/tests/e2e/tosa_ops/exp.mlir +++ b/tests/e2e/tosa_ops/exp.mlir @@ -1,6 +1,6 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[0.0, 1.0, 0.5, 2.0]> : tensor<4xf32> - %result = "tosa.exp"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.exp %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[1.0, 2.71828, 1.64872, 7.38906]> : tensor<4xf32>) : tensor<4xf32> return } diff --git a/tests/e2e/tosa_ops/floor.mlir b/tests/e2e/tosa_ops/floor.mlir index 33e08271d990..c748818d8067 100644 --- a/tests/e2e/tosa_ops/floor.mlir +++ b/tests/e2e/tosa_ops/floor.mlir @@ -1,6 +1,6 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[0.0, -1.3, 1.3, 0.3]> : tensor<4xf32> - %result = "tosa.floor"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.floor %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[0.0, -2.0, 1.0, 0.0]> : tensor<4xf32>) : tensor<4xf32> return } diff --git a/tests/e2e/tosa_ops/fully_connected.mlir b/tests/e2e/tosa_ops/fully_connected.mlir index 92c183e0f60d..f99d0abef762 100644 --- a/tests/e2e/tosa_ops/fully_connected.mlir +++ b/tests/e2e/tosa_ops/fully_connected.mlir @@ -2,7 +2,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]]> : tensor<2x3xf32> %1 = util.unfoldable_constant dense<[[7.0, 8.0, 9.0]]> : tensor<1x3xf32> %2 = util.unfoldable_constant dense<[1.0]> : tensor<1xf32> - %result = "tosa.fully_connected"(%0, %1, %2) : (tensor<2x3xf32>, tensor<1x3xf32>, tensor<1xf32>) -> tensor<2x1xf32> + %result = tosa.fully_connected %0, %1, %2 : (tensor<2x3xf32>, tensor<1x3xf32>, tensor<1xf32>) -> tensor<2x1xf32> check.expect_eq_const(%result, dense<[[51.0], [123.0]]> : tensor<2x1xf32>) : tensor<2x1xf32> return } diff --git a/tests/e2e/tosa_ops/gather.mlir b/tests/e2e/tosa_ops/gather.mlir index 43553bc77fc1..a2bcebebe3d2 100644 --- a/tests/e2e/tosa_ops/gather.mlir +++ b/tests/e2e/tosa_ops/gather.mlir @@ -1,7 +1,7 @@ func.func @gather_float() { %0 = arith.constant dense<[[[1.0, 2.0], [3.0, 4.0]]]> : tensor<1x2x2xf32> %1 = "tosa.const"() { value = dense<[[1, 0]]> : tensor<1x2xi32> } : () -> (tensor<1x2xi32>) - %2 = "tosa.gather"(%0, %1) : (tensor<1x2x2xf32>, tensor<1x2xi32>) -> (tensor<1x2x2xf32>) + %2 = tosa.gather %0, %1 : (tensor<1x2x2xf32>, tensor<1x2xi32>) -> tensor<1x2x2xf32> check.expect_eq_const(%2, dense<[[[3.0, 4.0], [1.0, 2.0]]]> : tensor<1x2x2xf32>) : tensor<1x2x2xf32> return } @@ -9,7 +9,7 @@ func.func @gather_float() { func.func @gather_int() { %0 = arith.constant dense<[[[1, 2], [3, 4]]]> : tensor<1x2x2xi32> %1 = "tosa.const"() { value = dense<[[1, 0]]> : tensor<1x2xi32> } : () -> (tensor<1x2xi32>) - %2 = "tosa.gather"(%0, %1) : (tensor<1x2x2xi32>, tensor<1x2xi32>) -> (tensor<1x2x2xi32>) + %2 = tosa.gather %0, %1 : (tensor<1x2x2xi32>, tensor<1x2xi32>) -> tensor<1x2x2xi32> check.expect_eq_const(%2, dense<[[[3, 4], [1, 2]]]> : tensor<1x2x2xi32>) : tensor<1x2x2xi32> return } diff --git a/tests/e2e/tosa_ops/greater.mlir b/tests/e2e/tosa_ops/greater.mlir index 26d16b6a0307..dc28ae527832 100644 --- a/tests/e2e/tosa_ops/greater.mlir +++ b/tests/e2e/tosa_ops/greater.mlir @@ -1,7 +1,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, -1.5, 7.0, -2.0]> : tensor<4xf32> %1 = util.unfoldable_constant dense<[5.0, 1.0, 7.0, -3.0]> : tensor<4xf32> - %result = "tosa.greater"(%0, %1) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xi1> + %result = tosa.greater %0, %1 : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xi1> check.expect_eq_const(%result, dense<[false, false, false, true]> : tensor<4xi1>) : tensor<4xi1> return } @@ -9,7 +9,7 @@ func.func @tensor_float() { func.func @tensor_int() { %0 = util.unfoldable_constant dense<[1, 0, 5, 3]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[5, 0, 1, 8]> : tensor<4xi32> - %result = "tosa.greater"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi1> + %result = tosa.greater %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi1> check.expect_eq_const(%result, dense<[false, false, true, false]> : tensor<4xi1>) : tensor<4xi1> return } diff --git a/tests/e2e/tosa_ops/greater_equal.mlir b/tests/e2e/tosa_ops/greater_equal.mlir index 5839b6fed954..7975da6885a1 100644 --- a/tests/e2e/tosa_ops/greater_equal.mlir +++ b/tests/e2e/tosa_ops/greater_equal.mlir @@ -1,7 +1,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, -1.5, 7.0, -2.0]> : tensor<4xf32> %1 = util.unfoldable_constant dense<[5.0, 1.0, 7.0, -3.0]> : tensor<4xf32> - %result = "tosa.greater_equal"(%0, %1) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xi1> + %result = tosa.greater_equal %0, %1 : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xi1> check.expect_eq_const(%result, dense<[false, false, true, true]> : tensor<4xi1>) : tensor<4xi1> return } @@ -9,7 +9,7 @@ func.func @tensor_float() { func.func @tensor_int() { %0 = util.unfoldable_constant dense<[1, 0, 5, 3]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[5, 0, 1, 8]> : tensor<4xi32> - %result = "tosa.greater_equal"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi1> + %result = tosa.greater_equal %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi1> check.expect_eq_const(%result, dense<[false, true, true, false]> : tensor<4xi1>) : tensor<4xi1> return } diff --git a/tests/e2e/tosa_ops/if.mlir b/tests/e2e/tosa_ops/if.mlir index 6313dc154368..c7440ba4d6d6 100644 --- a/tests/e2e/tosa_ops/if.mlir +++ b/tests/e2e/tosa_ops/if.mlir @@ -2,17 +2,15 @@ func.func @if_true_test() { %0 = util.unfoldable_constant dense : tensor %1 = util.unfoldable_constant dense<10> : tensor %path = util.unfoldable_constant 1 : i32 - %2 = "tosa.cond_if"(%0, %1) ( { - ^bb0(%arg0 : tensor): + %2 = tosa.cond_if %0 -> (tensor) { check.expect_true(%path) : i32 %3 = util.unfoldable_constant dense<10> : tensor - %4 = "tosa.add"(%arg0, %3) : (tensor, tensor) -> tensor - "tosa.yield"(%4) : (tensor) -> () - }, { - ^bb0(%arg0 : tensor): + %4 = tosa.add %1, %3 : (tensor, tensor) -> tensor + tosa.yield %4 : tensor + } else { check.expect_false(%path) : i32 - "tosa.yield"(%arg0) : (tensor) -> () - }) : (tensor, tensor) -> (tensor) + tosa.yield %1 : tensor + } check.expect_eq_const(%2, dense<20> : tensor) : tensor return } @@ -21,18 +19,15 @@ func.func @if_false_test() { %0 = util.unfoldable_constant dense : tensor %1 = util.unfoldable_constant dense<10> : tensor %path = util.unfoldable_constant 0 : i32 - %2 = "tosa.cond_if"(%0, %1) ( { - ^bb0(%arg0 : tensor): + %2 = tosa.cond_if %0 -> (tensor) { check.expect_true(%path) : i32 - "tosa.yield"(%arg0) : (tensor) -> () - }, { - ^bb0(%arg0 : tensor): + tosa.yield %1 : tensor + } else { check.expect_false(%path) : i32 %3 = util.unfoldable_constant dense<10> : tensor - %4 = "tosa.add"(%arg0, %3) : (tensor, tensor) -> tensor - "tosa.yield"(%4) : (tensor) -> () - }) : (tensor, tensor) -> (tensor) + %4 = tosa.add %1, %3 : (tensor, tensor) -> tensor + tosa.yield %4 : tensor + } check.expect_eq_const(%2, dense<20> : tensor) : tensor return } - diff --git a/tests/e2e/tosa_ops/log.mlir b/tests/e2e/tosa_ops/log.mlir index acbacd54f2fe..b67f99e9c932 100644 --- a/tests/e2e/tosa_ops/log.mlir +++ b/tests/e2e/tosa_ops/log.mlir @@ -1,6 +1,6 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, 5.0, 0.5, 2.0]> : tensor<4xf32> - %result = "tosa.log"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.log %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[0.0, 1.60943, -0.693147, 0.693147]> : tensor<4xf32>) : tensor<4xf32> return } diff --git a/tests/e2e/tosa_ops/logical_left_shift.mlir b/tests/e2e/tosa_ops/logical_left_shift.mlir index 47e0750020c1..a39b4351541d 100644 --- a/tests/e2e/tosa_ops/logical_left_shift.mlir +++ b/tests/e2e/tosa_ops/logical_left_shift.mlir @@ -1,7 +1,7 @@ func.func @tensor() { %0 = util.unfoldable_constant dense<[5, 3, 2, 7]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[0, 1, 2, 3]> : tensor<4xi32> - %result = "tosa.logical_left_shift"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.logical_left_shift %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[5, 6, 8, 56]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/logical_right_shift.mlir b/tests/e2e/tosa_ops/logical_right_shift.mlir index 4d5d357561e0..dd1e4e9b1f24 100644 --- a/tests/e2e/tosa_ops/logical_right_shift.mlir +++ b/tests/e2e/tosa_ops/logical_right_shift.mlir @@ -1,7 +1,7 @@ func.func @logical_right_shift() { %0 = util.unfoldable_constant dense<[5, 8, 9, 256]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[0, 1, 2, 8]> : tensor<4xi32> - %result = "tosa.logical_right_shift"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.logical_right_shift %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[5, 4, 2, 1]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/logical_right_shift_16.mlir b/tests/e2e/tosa_ops/logical_right_shift_16.mlir index 7b8c99ada5bf..1ddb3141776b 100644 --- a/tests/e2e/tosa_ops/logical_right_shift_16.mlir +++ b/tests/e2e/tosa_ops/logical_right_shift_16.mlir @@ -1,7 +1,7 @@ func.func @logical_right_shift_16() { %0 = util.unfoldable_constant dense<[5, 8, 9, 256]> : tensor<4xi16> %1 = util.unfoldable_constant dense<[0, 1, 2, 8]> : tensor<4xi16> - %result = "tosa.logical_right_shift"(%0, %1) : (tensor<4xi16>, tensor<4xi16>) -> tensor<4xi16> + %result = tosa.logical_right_shift %0, %1 : (tensor<4xi16>, tensor<4xi16>) -> tensor<4xi16> check.expect_eq_const(%result, dense<[5, 4, 2, 1]> : tensor<4xi16>) : tensor<4xi16> return } diff --git a/tests/e2e/tosa_ops/matmul.mlir b/tests/e2e/tosa_ops/matmul.mlir index 5fc6ead5c5a8..1c6d8feceb7c 100644 --- a/tests/e2e/tosa_ops/matmul.mlir +++ b/tests/e2e/tosa_ops/matmul.mlir @@ -1,7 +1,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]], [[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]]]> : tensor<2x2x3xf32> %1 = util.unfoldable_constant dense<[[[7.0], [8.0], [9.0]], [[7.0], [8.0], [9.0]]]> : tensor<2x3x1xf32> - %result = "tosa.matmul"(%0, %1) : (tensor<2x2x3xf32>, tensor<2x3x1xf32>) -> tensor<2x2x1xf32> + %result = tosa.matmul %0, %1 : (tensor<2x2x3xf32>, tensor<2x3x1xf32>) -> tensor<2x2x1xf32> check.expect_eq_const(%result, dense<[[[50.0], [122.0]], [[50.0], [122.0]]]> : tensor<2x2x1xf32>) : tensor<2x2x1xf32> return } @@ -9,7 +9,7 @@ func.func @tensor_float() { func.func @tensor_int() { %0 = util.unfoldable_constant dense<[[[1, 2, 3], [4, 5, 6]], [[1, 2, 3], [4, 5, 6]]]> : tensor<2x2x3xi32> %1 = util.unfoldable_constant dense<[[[7], [8], [9]], [[7], [8], [9]]]> : tensor<2x3x1xi32> - %result = "tosa.matmul"(%0, %1) : (tensor<2x2x3xi32>, tensor<2x3x1xi32>) -> tensor<2x2x1xi32> + %result = tosa.matmul %0, %1 : (tensor<2x2x3xi32>, tensor<2x3x1xi32>) -> tensor<2x2x1xi32> check.expect_eq_const(%result, dense<[[[50], [122]], [[50], [122]]]> : tensor<2x2x1xi32>) : tensor<2x2x1xi32> return } diff --git a/tests/e2e/tosa_ops/max_pool.mlir b/tests/e2e/tosa_ops/max_pool.mlir index e5dd9a2d1861..e57a68f617ca 100644 --- a/tests/e2e/tosa_ops/max_pool.mlir +++ b/tests/e2e/tosa_ops/max_pool.mlir @@ -1,27 +1,27 @@ func.func @tensor_i8() { %0 = util.unfoldable_constant dense<[[[[1], [2], [3], [4]], [[5], [6], [7], [8]]]]> : tensor<1x2x4x1xi8> - %result = "tosa.max_pool2d"(%0) {kernel = array, stride = array, pad = array} : (tensor<1x2x4x1xi8>) -> tensor<1x1x3x1xi8> + %result = tosa.max_pool2d %0 {kernel = array, stride = array, pad = array} : (tensor<1x2x4x1xi8>) -> tensor<1x1x3x1xi8> check.expect_eq_const(%result, dense<[[[[6], [7], [8]]]]> : tensor<1x1x3x1xi8>) : tensor<1x1x3x1xi8> return } func.func @tensor_i16() { %0 = util.unfoldable_constant dense<[[[[1], [2], [3], [4]], [[5], [6], [7], [8]]]]> : tensor<1x2x4x1xi16> - %result = "tosa.max_pool2d"(%0) {kernel = array, stride = array, pad = array} : (tensor<1x2x4x1xi16>) -> tensor<1x1x3x1xi16> + %result = tosa.max_pool2d %0 {kernel = array, stride = array, pad = array} : (tensor<1x2x4x1xi16>) -> tensor<1x1x3x1xi16> check.expect_eq_const(%result, dense<[[[[6], [7], [8]]]]> : tensor<1x1x3x1xi16>) : tensor<1x1x3x1xi16> return } func.func @tensor_i32() { %0 = util.unfoldable_constant dense<[[[[1], [2], [3], [4]], [[5], [6], [7], [8]]]]> : tensor<1x2x4x1xi32> - %result = "tosa.max_pool2d"(%0) {kernel = array, stride = array, pad = array} : (tensor<1x2x4x1xi32>) -> tensor<1x1x3x1xi32> + %result = tosa.max_pool2d %0 {kernel = array, stride = array, pad = array} : (tensor<1x2x4x1xi32>) -> tensor<1x1x3x1xi32> check.expect_eq_const(%result, dense<[[[[6], [7], [8]]]]> : tensor<1x1x3x1xi32>) : tensor<1x1x3x1xi32> return } func.func @tensor_f32() { %0 = util.unfoldable_constant dense<[[[[1.], [2.], [3.], [4.]], [[5.], [6.], [7.], [8.]]]]> : tensor<1x2x4x1xf32> - %result = "tosa.max_pool2d"(%0) {kernel = array, stride = array, pad = array} : (tensor<1x2x4x1xf32>) -> tensor<1x1x3x1xf32> + %result = tosa.max_pool2d %0 {kernel = array, stride = array, pad = array} : (tensor<1x2x4x1xf32>) -> tensor<1x1x3x1xf32> check.expect_eq_const(%result, dense<[[[[6.], [7.], [8.]]]]> : tensor<1x1x3x1xf32>) : tensor<1x1x3x1xf32> return } diff --git a/tests/e2e/tosa_ops/maximum.mlir b/tests/e2e/tosa_ops/maximum.mlir index 3cd6471fdbed..4359d454d78c 100644 --- a/tests/e2e/tosa_ops/maximum.mlir +++ b/tests/e2e/tosa_ops/maximum.mlir @@ -1,7 +1,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, -1.5, 7.0, -2.0]> : tensor<4xf32> %1 = util.unfoldable_constant dense<[5.0, 1.0, 7.0, -3.0]> : tensor<4xf32> - %result = "tosa.maximum"(%0, %1) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %result = tosa.maximum %0, %1 : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> check.expect_eq_const(%result, dense<[5.0, 1.0, 7.0, -2.0]> : tensor<4xf32>) : tensor<4xf32> return } @@ -9,7 +9,7 @@ func.func @tensor_float() { func.func @tensor_int() { %0 = util.unfoldable_constant dense<[1, 0, 5, 3]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[5, 0, 1, -8]> : tensor<4xi32> - %result = "tosa.maximum"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.maximum %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[5, 0, 5, 3]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/minimum.mlir b/tests/e2e/tosa_ops/minimum.mlir index 8b2c8337fcdd..fb5fe16039ce 100644 --- a/tests/e2e/tosa_ops/minimum.mlir +++ b/tests/e2e/tosa_ops/minimum.mlir @@ -1,7 +1,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, -1.5, 7.0, -2.0]> : tensor<4xf32> %1 = util.unfoldable_constant dense<[5.0, 1.0, 7.0, -3.0]> : tensor<4xf32> - %result = "tosa.minimum"(%0, %1) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %result = tosa.minimum %0, %1 : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> check.expect_eq_const(%result, dense<[1.0, -1.5, 7.0, -3.0]> : tensor<4xf32>) : tensor<4xf32> return } @@ -9,7 +9,7 @@ func.func @tensor_float() { func.func @tensor_int() { %0 = util.unfoldable_constant dense<[1, 0, 5, 3]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[5, 0, 1, -8]> : tensor<4xi32> - %result = "tosa.minimum"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.minimum %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[1, 0, 1, -8]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/mul.mlir b/tests/e2e/tosa_ops/mul.mlir index 375586e039d2..501cbdf0448e 100644 --- a/tests/e2e/tosa_ops/mul.mlir +++ b/tests/e2e/tosa_ops/mul.mlir @@ -1,7 +1,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, 0.0, 3.0, 4.0]> : tensor<4xf32> %1 = util.unfoldable_constant dense<[5.0, 6.0, -3.0, 8.0]> : tensor<4xf32> - %result = "tosa.mul"(%0, %1) {shift = 0 : i32} : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %result = tosa.mul %0, %1 {shift = 0 : i32} : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[5.0, 0.0, -9.0, 32.0]> : tensor<4xf32>) : tensor<4xf32> return } @@ -9,7 +9,7 @@ func.func @tensor_float() { func.func @tensor_int() { %0 = util.unfoldable_constant dense<[1, 0, 3, 4]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[5, 6, -3, 8]> : tensor<4xi32> - %result = "tosa.mul"(%0, %1) {shift = 0 : i32} : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.mul %0, %1 {shift = 0 : i32} : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[5, 0, -9, 32]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/mul_shift.mlir b/tests/e2e/tosa_ops/mul_shift.mlir index c3c795af07c0..cdb7a00897d5 100644 --- a/tests/e2e/tosa_ops/mul_shift.mlir +++ b/tests/e2e/tosa_ops/mul_shift.mlir @@ -5,7 +5,7 @@ func.func @tensor_int_shifted() { %0 = util.unfoldable_constant dense<[1, 0, 3, 4, 4]> : tensor<5xi32> %1 = util.unfoldable_constant dense<[5, 6, -3, 8, 8]> : tensor<5xi32> - %result = "tosa.mul"(%0, %1) {shift = 1 : i32} : (tensor<5xi32>, tensor<5xi32>) -> tensor<5xi32> + %result = tosa.mul %0, %1 {shift = 1 : i32} : (tensor<5xi32>, tensor<5xi32>) -> tensor<5xi32> check.expect_eq_const(%result, dense<[3, 0, -4, 16, 16]> : tensor<5xi32>) : tensor<5xi32> return } diff --git a/tests/e2e/tosa_ops/negate.mlir b/tests/e2e/tosa_ops/negate.mlir index ab8763220fb7..bbdeef9ebd0a 100644 --- a/tests/e2e/tosa_ops/negate.mlir +++ b/tests/e2e/tosa_ops/negate.mlir @@ -1,13 +1,13 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[-1.0, -0.5, 0.0, 1.0]> : tensor<4xf32> - %result = "tosa.negate"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.negate %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[1.0, 0.5, 0.0, -1.0]> : tensor<4xf32>) : tensor<4xf32> return } func.func @tensor_int() { %0 = util.unfoldable_constant dense<[-1, 0, 3, 1]> : tensor<4xi32> - %result = "tosa.negate"(%0) : (tensor<4xi32>) -> tensor<4xi32> + %result = tosa.negate %0 : (tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[1, 0, -3, -1]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/pad.mlir b/tests/e2e/tosa_ops/pad.mlir index ea4e531893ea..265024e8e459 100644 --- a/tests/e2e/tosa_ops/pad.mlir +++ b/tests/e2e/tosa_ops/pad.mlir @@ -1,7 +1,7 @@ func.func @pad_1D_test() { %0 = util.unfoldable_constant dense<42> : tensor<2xi32> %1 = "tosa.const"() { value = dense<[[3, 2]]> : tensor<1x2xi32> } : () -> (tensor<1x2xi32>) - %result = "tosa.pad"(%0, %1) : (tensor<2xi32>, tensor<1x2xi32>) -> (tensor<7xi32>) + %result = tosa.pad %0, %1 : (tensor<2xi32>, tensor<1x2xi32>) -> (tensor<7xi32>) check.expect_eq_const(%result, dense<[0, 0, 0, 42, 42, 0, 0]> : tensor<7xi32>) : tensor<7xi32> return } @@ -9,7 +9,7 @@ func.func @pad_1D_test() { func.func @pad_2D_test() { %0 = util.unfoldable_constant dense<42> : tensor<2x2xi32> %1 = "tosa.const"() { value = dense<[[1, 1], [1, 1]]> : tensor<2x2xi32> } : () -> (tensor<2x2xi32>) - %result = "tosa.pad"(%0, %1) : (tensor<2x2xi32>, tensor<2x2xi32>) -> (tensor<4x4xi32>) + %result = tosa.pad %0, %1 : (tensor<2x2xi32>, tensor<2x2xi32>) -> (tensor<4x4xi32>) check.expect_eq_const(%result, dense<[[0, 0, 0, 0], [0, 42, 42, 0], [0, 42, 42, 0], [0, 0, 0, 0]]> : tensor<4x4xi32>) : tensor<4x4xi32> return } @@ -17,7 +17,7 @@ func.func @pad_2D_test() { func.func @pad_3D_test() { %0 = util.unfoldable_constant dense<42> : tensor<1x1x2xi32> %1 = "tosa.const"() { value = dense<[[0, 1], [1, 0], [0, 0]]> : tensor<3x2xi32> } : () -> (tensor<3x2xi32>) - %result = "tosa.pad"(%0, %1) : (tensor<1x1x2xi32>, tensor<3x2xi32>) -> (tensor<2x2x2xi32>) + %result = tosa.pad %0, %1 : (tensor<1x1x2xi32>, tensor<3x2xi32>) -> (tensor<2x2x2xi32>) check.expect_eq_const(%result, dense<[[[0, 0], [42, 42]], [[0, 0], [0, 0]]]> : tensor<2x2x2xi32>) : tensor<2x2x2xi32> return } diff --git a/tests/e2e/tosa_ops/reciprocal.mlir b/tests/e2e/tosa_ops/reciprocal.mlir index d7861f619bbd..4b2839b8d828 100644 --- a/tests/e2e/tosa_ops/reciprocal.mlir +++ b/tests/e2e/tosa_ops/reciprocal.mlir @@ -1,6 +1,6 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[-1.0, -0.5, 10.0, 2.0]> : tensor<4xf32> - %result = "tosa.reciprocal"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.reciprocal %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[-1.0, -2.0, 0.1, 0.5]> : tensor<4xf32>) : tensor<4xf32> return } diff --git a/tests/e2e/tosa_ops/reduce.mlir b/tests/e2e/tosa_ops/reduce.mlir index 431affdb3653..277cb8c44ce1 100644 --- a/tests/e2e/tosa_ops/reduce.mlir +++ b/tests/e2e/tosa_ops/reduce.mlir @@ -1,62 +1,62 @@ func.func @reduce_max_float() { %0 = util.unfoldable_constant dense<[[2.0, 2.0], [3.0, 4.0], [1.0, 0.0]]> : tensor<3x2xf32> - %result = "tosa.reduce_max"(%0) {axis = 0 : i64} : (tensor<3x2xf32>) -> tensor<1x2xf32> + %result = tosa.reduce_max %0 {axis = 0 : i64} : (tensor<3x2xf32>) -> tensor<1x2xf32> check.expect_almost_eq_const(%result, dense<[[3.0, 4.0]]> : tensor<1x2xf32>) : tensor<1x2xf32> return } func.func @reduce_max_int() { %0 = util.unfoldable_constant dense<[[2, 2], [3, 4], [1, 0]]> : tensor<3x2xi32> - %result = "tosa.reduce_max"(%0) {axis = 0 : i64} : (tensor<3x2xi32>) -> tensor<1x2xi32> + %result = tosa.reduce_max %0 {axis = 0 : i64} : (tensor<3x2xi32>) -> tensor<1x2xi32> check.expect_eq_const(%result, dense<[[3, 4]]> : tensor<1x2xi32>) : tensor<1x2xi32> return } func.func @reduce_min_float() { %0 = util.unfoldable_constant dense<[[2.0, 2.0], [3.0, 4.0], [1.0, 0.0]]> : tensor<3x2xf32> - %result = "tosa.reduce_min"(%0) {axis = 0 : i64} : (tensor<3x2xf32>) -> tensor<1x2xf32> + %result = tosa.reduce_min %0 {axis = 0 : i64} : (tensor<3x2xf32>) -> tensor<1x2xf32> check.expect_almost_eq_const(%result, dense<[[1.0, 0.0]]> : tensor<1x2xf32>) : tensor<1x2xf32> return } func.func @reduce_min_int() { %0 = util.unfoldable_constant dense<[[2, 2], [3, 4], [1, 0]]> : tensor<3x2xi32> - %result = "tosa.reduce_min"(%0) {axis = 0 : i64} : (tensor<3x2xi32>) -> tensor<1x2xi32> + %result = tosa.reduce_min %0 {axis = 0 : i64} : (tensor<3x2xi32>) -> tensor<1x2xi32> check.expect_eq_const(%result, dense<[[1, 0]]> : tensor<1x2xi32>) : tensor<1x2xi32> return } func.func @reduce_prod_float() { %0 = util.unfoldable_constant dense<[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]]> : tensor<2x3xf32> - %result = "tosa.reduce_prod"(%0) {axis = 0 : i64} : (tensor<2x3xf32>) -> tensor<1x3xf32> + %result = tosa.reduce_prod %0 {axis = 0 : i64} : (tensor<2x3xf32>) -> tensor<1x3xf32> check.expect_almost_eq_const(%result, dense<[[4.0, 10.0, 18.0]]> : tensor<1x3xf32>) : tensor<1x3xf32> return } func.func @reduce_prod_int() { %0 = util.unfoldable_constant dense<[[1, 2, 3], [4, 5, 6]]> : tensor<2x3xi32> - %result = "tosa.reduce_prod"(%0) {axis = 0 : i64} : (tensor<2x3xi32>) -> tensor<1x3xi32> + %result = tosa.reduce_prod %0 {axis = 0 : i64} : (tensor<2x3xi32>) -> tensor<1x3xi32> check.expect_eq_const(%result, dense<[[4, 10, 18]]> : tensor<1x3xi32>) : tensor<1x3xi32> return } func.func @reduce_sum_float() { %0 = util.unfoldable_constant dense<[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]]> : tensor<2x3xf32> - %result = "tosa.reduce_sum"(%0) {axis = 0 : i64} : (tensor<2x3xf32>) -> tensor<1x3xf32> + %result = tosa.reduce_sum %0 {axis = 0 : i64} : (tensor<2x3xf32>) -> tensor<1x3xf32> check.expect_almost_eq_const(%result, dense<[[5.0, 7.0, 9.0]]> : tensor<1x3xf32>) : tensor<1x3xf32> return } func.func @reduce_sum_int() { %0 = util.unfoldable_constant dense<[[1, 2, 3], [4, 5, 6]]> : tensor<2x3xi32> - %result = "tosa.reduce_sum"(%0) {axis = 0 : i64} : (tensor<2x3xi32>) -> tensor<1x3xi32> + %result = tosa.reduce_sum %0 {axis = 0 : i64} : (tensor<2x3xi32>) -> tensor<1x3xi32> check.expect_eq_const(%result, dense<[[5, 7, 9]]> : tensor<1x3xi32>) : tensor<1x3xi32> return } func.func @reduce_sum_float_axis_1() { %0 = util.unfoldable_constant dense<[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]]> : tensor<2x3xf32> - %result = "tosa.reduce_sum"(%0) {axis = 1 : i64} : (tensor<2x3xf32>) -> tensor<2x1xf32> + %result = tosa.reduce_sum %0 {axis = 1 : i64} : (tensor<2x3xf32>) -> tensor<2x1xf32> check.expect_almost_eq_const(%result, dense<[[6.0], [15.0]]> : tensor<2x1xf32>) : tensor<2x1xf32> return } diff --git a/tests/e2e/tosa_ops/reshape.mlir b/tests/e2e/tosa_ops/reshape.mlir index a4deaabc589b..115229cf601c 100644 --- a/tests/e2e/tosa_ops/reshape.mlir +++ b/tests/e2e/tosa_ops/reshape.mlir @@ -1,20 +1,20 @@ func.func @tensor_downrank() { %0 = util.unfoldable_constant dense<[[1, 2], [3, 4]]> : tensor<2x2xi32> - %result = "tosa.reshape"(%0) { new_shape = array } : (tensor<2x2xi32>) -> tensor<4xi32> + %result = tosa.reshape %0 { new_shape = array } : (tensor<2x2xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[1, 2, 3, 4]> : tensor<4xi32>) : tensor<4xi32> return } func.func @tensor_uprank() { %0 = util.unfoldable_constant dense<[1, 2, 3, 4]> : tensor<4xi32> - %result = "tosa.reshape"(%0) { new_shape = array } : (tensor<4xi32>) -> tensor<2x2xi32> + %result = tosa.reshape %0 { new_shape = array } : (tensor<4xi32>) -> tensor<2x2xi32> check.expect_eq_const(%result, dense<[[1, 2], [3, 4]]> : tensor<2x2xi32>) : tensor<2x2xi32> return } func.func @tensor_crossrank() { %0 = util.unfoldable_constant dense<[[1, 2, 3], [4, 5, 6]]> : tensor<2x3xi32> - %result = "tosa.reshape"(%0) { new_shape = array } : (tensor<2x3xi32>) -> tensor<3x2xi32> + %result = tosa.reshape %0 { new_shape = array } : (tensor<2x3xi32>) -> tensor<3x2xi32> check.expect_eq_const(%result, dense<[[1, 2], [3, 4], [5, 6]]> : tensor<3x2xi32>) : tensor<3x2xi32> return } diff --git a/tests/e2e/tosa_ops/rsqrt.mlir b/tests/e2e/tosa_ops/rsqrt.mlir index 4806be473d16..6d0f1df69d5f 100644 --- a/tests/e2e/tosa_ops/rsqrt.mlir +++ b/tests/e2e/tosa_ops/rsqrt.mlir @@ -1,6 +1,6 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[16.0, 4.0, 9.0, 1.0]> : tensor<4xf32> - %result = "tosa.rsqrt"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.rsqrt %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[0.25, 0.5, 0.3333, 1.0]> : tensor<4xf32>) : tensor<4xf32> return } diff --git a/tests/e2e/tosa_ops/select.mlir b/tests/e2e/tosa_ops/select.mlir index 20758be0b0af..3e15829ccfbf 100644 --- a/tests/e2e/tosa_ops/select.mlir +++ b/tests/e2e/tosa_ops/select.mlir @@ -2,7 +2,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[0, 0, 1, 1]> : tensor<4xi1> %1 = util.unfoldable_constant dense<[1.0, 5.0, 3.0, 4.0]> : tensor<4xf32> %2 = util.unfoldable_constant dense<[5.0, 1.0, 3.0, 1.5]> : tensor<4xf32> - %result = "tosa.select"(%0, %1, %2) : (tensor<4xi1>, tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %result = tosa.select %0, %1, %2 : (tensor<4xi1>, tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[5.0, 1.0, 3.0, 4.0]> : tensor<4xf32>) : tensor<4xf32> return } @@ -11,7 +11,7 @@ func.func @tensor_int() { %0 = util.unfoldable_constant dense<[0, 0, 1, 1]> : tensor<4xi1> %1 = util.unfoldable_constant dense<[1, 5, 3, 4]> : tensor<4xi32> %2 = util.unfoldable_constant dense<[5, 1, 3, 1]> : tensor<4xi32> - %result = "tosa.select"(%0, %1, %2) : (tensor<4xi1>, tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.select %0, %1, %2 : (tensor<4xi1>, tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[5, 1, 3, 4]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/sigmoid.mlir b/tests/e2e/tosa_ops/sigmoid.mlir index 0d638a49a494..ad2759365591 100644 --- a/tests/e2e/tosa_ops/sigmoid.mlir +++ b/tests/e2e/tosa_ops/sigmoid.mlir @@ -1,6 +1,6 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[0.0, 1.0, 50.0, 100.0]> : tensor<4xf32> - %result = "tosa.sigmoid"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.sigmoid %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[0.5, 0.7310586, 1.0, 1.0]> : tensor<4xf32>) : tensor<4xf32> return } diff --git a/tests/e2e/tosa_ops/sub.mlir b/tests/e2e/tosa_ops/sub.mlir index d99b82fd6a10..b73863c66b40 100644 --- a/tests/e2e/tosa_ops/sub.mlir +++ b/tests/e2e/tosa_ops/sub.mlir @@ -1,7 +1,7 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[1.0, 5.0, 3.0, 4.0]> : tensor<4xf32> %1 = util.unfoldable_constant dense<[5.0, 1.0, 3.0, 1.5]> : tensor<4xf32> - %result = "tosa.sub"(%0, %1) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %result = tosa.sub %0, %1 : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[-4.0, 4.0, 0.0, 2.5]> : tensor<4xf32>) : tensor<4xf32> return } @@ -9,7 +9,7 @@ func.func @tensor_float() { func.func @tensor_int() { %0 = util.unfoldable_constant dense<[1, 5, 3, 4]> : tensor<4xi32> %1 = util.unfoldable_constant dense<[5, 1, 3, 1]> : tensor<4xi32> - %result = "tosa.sub"(%0, %1) : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> + %result = tosa.sub %0, %1 : (tensor<4xi32>, tensor<4xi32>) -> tensor<4xi32> check.expect_eq_const(%result, dense<[-4, 4, 0, 3]> : tensor<4xi32>) : tensor<4xi32> return } diff --git a/tests/e2e/tosa_ops/table.mlir b/tests/e2e/tosa_ops/table.mlir index 49bb91f8d525..d2136f2a93a5 100644 --- a/tests/e2e/tosa_ops/table.mlir +++ b/tests/e2e/tosa_ops/table.mlir @@ -13,7 +13,7 @@ func.func @table() { linalg.yield %0 : i16 } -> tensor<513xi16> - %result = "tosa.table"(%input, %cst) : (tensor<6xi16>, tensor<513xi16>) -> (tensor<6xi32>) + %result = tosa.table %input, %cst : (tensor<6xi16>, tensor<513xi16>) -> tensor<6xi32> check.expect_eq_const(%result, dense<[27363, 47982, 17872, 54776, 45297, 19267]> : tensor<6xi32>) : tensor<6xi32> return } diff --git a/tests/e2e/tosa_ops/tanh.mlir b/tests/e2e/tosa_ops/tanh.mlir index ff44c7d7a281..269b84fc6408 100644 --- a/tests/e2e/tosa_ops/tanh.mlir +++ b/tests/e2e/tosa_ops/tanh.mlir @@ -1,6 +1,6 @@ func.func @tensor_float() { %0 = util.unfoldable_constant dense<[-1.0, 0.0, 0.5, 1.0]> : tensor<4xf32> - %result = "tosa.tanh"(%0) : (tensor<4xf32>) -> tensor<4xf32> + %result = tosa.tanh %0 : (tensor<4xf32>) -> tensor<4xf32> check.expect_almost_eq_const(%result, dense<[-0.761594, 0.0, 0.462117, 0.761594]> : tensor<4xf32>) : tensor<4xf32> return } diff --git a/tests/e2e/tosa_ops/transpose.mlir b/tests/e2e/tosa_ops/transpose.mlir index d9bccbcb7f9e..94facc52def4 100644 --- a/tests/e2e/tosa_ops/transpose.mlir +++ b/tests/e2e/tosa_ops/transpose.mlir @@ -1,7 +1,7 @@ func.func @test_transpose() { %0 = arith.constant dense<[[[0, 1, 2], [3, 4, 5]]]> : tensor<1x2x3xi32> %1 = arith.constant dense<[1, 2, 0]> : tensor<3xi32> - %2 = "tosa.transpose"(%0, %1) : (tensor<1x2x3xi32>, tensor<3xi32>) -> (tensor<2x3x1xi32>) + %2 = tosa.transpose %0, %1 : (tensor<1x2x3xi32>, tensor<3xi32>) -> (tensor<2x3x1xi32>) check.expect_eq_const(%2, dense<[[[0], [1], [2]], [[3], [4], [5]]]> : tensor<2x3x1xi32>) : tensor<2x3x1xi32> return } diff --git a/tests/e2e/tosa_ops/while.mlir b/tests/e2e/tosa_ops/while.mlir index 04827605f73f..980bb0206a8d 100644 --- a/tests/e2e/tosa_ops/while.mlir +++ b/tests/e2e/tosa_ops/while.mlir @@ -9,17 +9,16 @@ // i = 4, n = 2 func.func @while_test_iter0() { %0 = util.unfoldable_constant dense<4> : tensor - %1 = "tosa.while_loop"(%0) ( { + %1 = tosa.while_loop (%arg0 = %0) : (tensor) -> tensor { + %2 = "tosa.const"() <{value = dense<3> : tensor}> : () -> tensor + %3 = tosa.greater_equal %2, %arg0 : (tensor, tensor) -> tensor + tosa.yield %3 : tensor + } do { ^bb0(%arg0: tensor): - %2 = "tosa.const"() {value = dense<3> : tensor} : () -> tensor - %3 = "tosa.greater_equal"(%2, %arg0) : (tensor, tensor) -> tensor - "tosa.yield"(%3) : (tensor) -> () - }, { - ^bb0(%arg0: tensor): - %2 = "tosa.const"() {value = dense<2> : tensor} : () -> tensor - %3 = "tosa.add"(%arg0, %2) : (tensor, tensor) -> tensor - "tosa.yield"(%3) : (tensor) -> () - }) : (tensor) -> (tensor) + %2 = "tosa.const"() <{value = dense<2> : tensor}> : () -> tensor + %3 = tosa.add %arg0, %2 : (tensor, tensor) -> tensor + tosa.yield %3 : tensor + } check.expect_eq_const(%1, dense<4> : tensor) : tensor return } @@ -27,17 +26,16 @@ func.func @while_test_iter0() { // i = 2, n = 2 func.func @while_test_iter1() { %0 = util.unfoldable_constant dense<2> : tensor - %1 = "tosa.while_loop"(%0) ( { - ^bb0(%arg0: tensor): - %2 = "tosa.const"() {value = dense<3> : tensor} : () -> tensor - %3 = "tosa.greater_equal"(%2, %arg0) : (tensor, tensor) -> tensor - "tosa.yield"(%3) : (tensor) -> () - }, { + %1 = tosa.while_loop (%arg0 = %0) : (tensor) -> tensor { + %2 = "tosa.const"() <{value = dense<3> : tensor}> : () -> tensor + %3 = tosa.greater_equal %2, %arg0 : (tensor, tensor) -> tensor + tosa.yield %3 : tensor + } do { ^bb0(%arg0: tensor): - %2 = "tosa.const"() {value = dense<2> : tensor} : () -> tensor - %3 = "tosa.add"(%arg0, %2) : (tensor, tensor) -> tensor - "tosa.yield"(%3) : (tensor) -> () - }) : (tensor) -> (tensor) + %2 = "tosa.const"() <{value = dense<2> : tensor}> : () -> tensor + %3 = tosa.add %arg0, %2 : (tensor, tensor) -> tensor + tosa.yield %3 : tensor + } check.expect_eq_const(%1, dense<4> : tensor) : tensor return } @@ -45,17 +43,16 @@ func.func @while_test_iter1() { // i = 0, n = 2 func.func @while_test_iter2() { %0 = util.unfoldable_constant dense<0> : tensor - %1 = "tosa.while_loop"(%0) ( { + %1 = tosa.while_loop (%arg0 = %0) : (tensor) -> tensor { + %2 = "tosa.const"() <{value = dense<3> : tensor}> : () -> tensor + %3 = tosa.greater_equal %2, %arg0 : (tensor, tensor) -> tensor + tosa.yield %3 : tensor + } do { ^bb0(%arg0: tensor): - %2 = "tosa.const"() {value = dense<3> : tensor} : () -> tensor - %3 = "tosa.greater_equal"(%2, %arg0) : (tensor, tensor) -> tensor - "tosa.yield"(%3) : (tensor) -> () - }, { - ^bb0(%arg0: tensor): - %2 = "tosa.const"() {value = dense<2> : tensor} : () -> tensor - %3 = "tosa.add"(%arg0, %2) : (tensor, tensor) -> tensor - "tosa.yield"(%3) : (tensor) -> () - }) : (tensor) -> (tensor) + %2 = "tosa.const"() <{value = dense<2> : tensor}> : () -> tensor + %3 = tosa.add %arg0, %2 : (tensor, tensor) -> tensor + tosa.yield %3 : tensor + } check.expect_eq_const(%1, dense<4> : tensor) : tensor return } @@ -63,17 +60,16 @@ func.func @while_test_iter2() { // i = 0, n = 1 func.func @while_test_iter4() { %0 = util.unfoldable_constant dense<0> : tensor - %1 = "tosa.while_loop"(%0) ( { - ^bb0(%arg0: tensor): - %2 = "tosa.const"() {value = dense<3> : tensor} : () -> tensor - %3 = "tosa.greater_equal"(%2, %arg0) : (tensor, tensor) -> tensor - "tosa.yield"(%3) : (tensor) -> () - }, { + %1 = tosa.while_loop (%arg0 = %0) : (tensor) -> tensor { + %2 = "tosa.const"() <{value = dense<3> : tensor}> : () -> tensor + %3 = tosa.greater_equal %2, %arg0 : (tensor, tensor) -> tensor + tosa.yield %3 : tensor + } do { ^bb0(%arg0: tensor): - %2 = "tosa.const"() {value = dense<1> : tensor} : () -> tensor - %3 = "tosa.add"(%arg0, %2) : (tensor, tensor) -> tensor - "tosa.yield"(%3) : (tensor) -> () - }) : (tensor) -> (tensor) + %2 = "tosa.const"() <{value = dense<1> : tensor}> : () -> tensor + %3 = tosa.add %arg0, %2 : (tensor, tensor) -> tensor + tosa.yield %3 : tensor + } check.expect_eq_const(%1, dense<4> : tensor) : tensor return } From 9886aa011a6cbfb1422a9e025c93652cfb253d84 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Thu, 17 Aug 2023 16:20:32 -0700 Subject: [PATCH 05/14] fixes for https://github.com/llvm/llvm-project/commit/fc0d4d53ced190bdafb78564f46e67fa97e54785 --- tests/e2e/tosa_ops/reduce.mlir | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/tests/e2e/tosa_ops/reduce.mlir b/tests/e2e/tosa_ops/reduce.mlir index 277cb8c44ce1..043b553ba2fb 100644 --- a/tests/e2e/tosa_ops/reduce.mlir +++ b/tests/e2e/tosa_ops/reduce.mlir @@ -1,62 +1,62 @@ func.func @reduce_max_float() { %0 = util.unfoldable_constant dense<[[2.0, 2.0], [3.0, 4.0], [1.0, 0.0]]> : tensor<3x2xf32> - %result = tosa.reduce_max %0 {axis = 0 : i64} : (tensor<3x2xf32>) -> tensor<1x2xf32> + %result = tosa.reduce_max %0 {axis = 0 : i32} : (tensor<3x2xf32>) -> tensor<1x2xf32> check.expect_almost_eq_const(%result, dense<[[3.0, 4.0]]> : tensor<1x2xf32>) : tensor<1x2xf32> return } func.func @reduce_max_int() { %0 = util.unfoldable_constant dense<[[2, 2], [3, 4], [1, 0]]> : tensor<3x2xi32> - %result = tosa.reduce_max %0 {axis = 0 : i64} : (tensor<3x2xi32>) -> tensor<1x2xi32> + %result = tosa.reduce_max %0 {axis = 0 : i32} : (tensor<3x2xi32>) -> tensor<1x2xi32> check.expect_eq_const(%result, dense<[[3, 4]]> : tensor<1x2xi32>) : tensor<1x2xi32> return } func.func @reduce_min_float() { %0 = util.unfoldable_constant dense<[[2.0, 2.0], [3.0, 4.0], [1.0, 0.0]]> : tensor<3x2xf32> - %result = tosa.reduce_min %0 {axis = 0 : i64} : (tensor<3x2xf32>) -> tensor<1x2xf32> + %result = tosa.reduce_min %0 {axis = 0 : i32} : (tensor<3x2xf32>) -> tensor<1x2xf32> check.expect_almost_eq_const(%result, dense<[[1.0, 0.0]]> : tensor<1x2xf32>) : tensor<1x2xf32> return } func.func @reduce_min_int() { %0 = util.unfoldable_constant dense<[[2, 2], [3, 4], [1, 0]]> : tensor<3x2xi32> - %result = tosa.reduce_min %0 {axis = 0 : i64} : (tensor<3x2xi32>) -> tensor<1x2xi32> + %result = tosa.reduce_min %0 {axis = 0 : i32} : (tensor<3x2xi32>) -> tensor<1x2xi32> check.expect_eq_const(%result, dense<[[1, 0]]> : tensor<1x2xi32>) : tensor<1x2xi32> return } func.func @reduce_prod_float() { %0 = util.unfoldable_constant dense<[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]]> : tensor<2x3xf32> - %result = tosa.reduce_prod %0 {axis = 0 : i64} : (tensor<2x3xf32>) -> tensor<1x3xf32> + %result = tosa.reduce_prod %0 {axis = 0 : i32} : (tensor<2x3xf32>) -> tensor<1x3xf32> check.expect_almost_eq_const(%result, dense<[[4.0, 10.0, 18.0]]> : tensor<1x3xf32>) : tensor<1x3xf32> return } func.func @reduce_prod_int() { %0 = util.unfoldable_constant dense<[[1, 2, 3], [4, 5, 6]]> : tensor<2x3xi32> - %result = tosa.reduce_prod %0 {axis = 0 : i64} : (tensor<2x3xi32>) -> tensor<1x3xi32> + %result = tosa.reduce_prod %0 {axis = 0 : i32} : (tensor<2x3xi32>) -> tensor<1x3xi32> check.expect_eq_const(%result, dense<[[4, 10, 18]]> : tensor<1x3xi32>) : tensor<1x3xi32> return } func.func @reduce_sum_float() { %0 = util.unfoldable_constant dense<[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]]> : tensor<2x3xf32> - %result = tosa.reduce_sum %0 {axis = 0 : i64} : (tensor<2x3xf32>) -> tensor<1x3xf32> + %result = tosa.reduce_sum %0 {axis = 0 : i32} : (tensor<2x3xf32>) -> tensor<1x3xf32> check.expect_almost_eq_const(%result, dense<[[5.0, 7.0, 9.0]]> : tensor<1x3xf32>) : tensor<1x3xf32> return } func.func @reduce_sum_int() { %0 = util.unfoldable_constant dense<[[1, 2, 3], [4, 5, 6]]> : tensor<2x3xi32> - %result = tosa.reduce_sum %0 {axis = 0 : i64} : (tensor<2x3xi32>) -> tensor<1x3xi32> + %result = tosa.reduce_sum %0 {axis = 0 : i32} : (tensor<2x3xi32>) -> tensor<1x3xi32> check.expect_eq_const(%result, dense<[[5, 7, 9]]> : tensor<1x3xi32>) : tensor<1x3xi32> return } func.func @reduce_sum_float_axis_1() { %0 = util.unfoldable_constant dense<[[1.0, 2.0, 3.0], [4.0, 5.0, 6.0]]> : tensor<2x3xf32> - %result = tosa.reduce_sum %0 {axis = 1 : i64} : (tensor<2x3xf32>) -> tensor<2x1xf32> + %result = tosa.reduce_sum %0 {axis = 1 : i32} : (tensor<2x3xf32>) -> tensor<2x1xf32> check.expect_almost_eq_const(%result, dense<[[6.0], [15.0]]> : tensor<2x1xf32>) : tensor<2x1xf32> return } From 749ea6174aecc27cacf65599aa9bd9e0a0506e78 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Thu, 17 Aug 2023 20:44:50 -0700 Subject: [PATCH 06/14] tosa.concat axis i64 -> i32 --- .../iree/compiler/InputConversion/TOSA/TosaToLinalgExt.cpp | 2 +- .../InputConversion/TOSA/test/tosa_to_linalg_ext.mlir | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/compiler/src/iree/compiler/InputConversion/TOSA/TosaToLinalgExt.cpp b/compiler/src/iree/compiler/InputConversion/TOSA/TosaToLinalgExt.cpp index 9a1c400dadc7..1da5e3d95c80 100644 --- a/compiler/src/iree/compiler/InputConversion/TOSA/TosaToLinalgExt.cpp +++ b/compiler/src/iree/compiler/InputConversion/TOSA/TosaToLinalgExt.cpp @@ -109,7 +109,7 @@ class ScatterConversion : public OpRewritePattern { {indicesTy.getDimSize(0), indicesTy.getDimSize(1), 2})); indices = builder.create(indicesTy, ValueRange{batchIdx, indices}, - rewriter.getI64IntegerAttr(2)); + rewriter.getI32IntegerAttr(2)); } auto collapseBatch = [](Value value, ImplicitLocOpBuilder &b) -> Value { diff --git a/compiler/src/iree/compiler/InputConversion/TOSA/test/tosa_to_linalg_ext.mlir b/compiler/src/iree/compiler/InputConversion/TOSA/test/tosa_to_linalg_ext.mlir index 427454750d7c..293be466ef83 100644 --- a/compiler/src/iree/compiler/InputConversion/TOSA/test/tosa_to_linalg_ext.mlir +++ b/compiler/src/iree/compiler/InputConversion/TOSA/test/tosa_to_linalg_ext.mlir @@ -7,7 +7,7 @@ func.func @scatter_static(%arg0 : tensor<1x4x5xf32>, %arg1 : tensor<1x2xi32>, %a // CHECK-DAG: %[[EMPTY:.+]] = tensor.empty() : tensor<1x2x1xi32> // CHECK-DAG: %[[C0:.+]] = arith.constant 0 : i32 // CHECK-DAG: %[[FILL:.+]] = linalg.fill ins(%[[C0]] : i32) outs(%[[EMPTY]] : tensor<1x2x1xi32>) - // CHECK-DAG: %[[CONCAT:.+]] = tosa.concat %[[FILL]], %[[EXPANDIDX]] {axis = 2 : i64} + // CHECK-DAG: %[[CONCAT:.+]] = tosa.concat %[[FILL]], %[[EXPANDIDX]] {axis = 2 : i32} // CHECK: %[[COLLAPSE_IDX:.+]] = tensor.collapse_shape %[[CONCAT]] // CHECK-SAME{literal}: [[0, 1], [2]] : tensor<1x2x2xi32> into tensor<2x2xi32> // CHECK: %[[COLLAPSE_UPD:.+]] = tensor.collapse_shape %arg2 @@ -39,7 +39,7 @@ func.func @scatter_static_batched(%arg0 : tensor<2x4x5xf32>, %arg1 : tensor<2x2x // CHECK: %[[IDX:.+]] = linalg.index 0 : index // CHECK: %[[CAST:.+]] = arith.index_cast %[[IDX]] : index to i32 // CHECK: linalg.yield %[[CAST]] : i32 - // CHECK: %[[CONCAT:.+]] = tosa.concat %[[GENERIC]], %[[EXPANDIDX]] {axis = 2 : i64} + // CHECK: %[[CONCAT:.+]] = tosa.concat %[[GENERIC]], %[[EXPANDIDX]] {axis = 2 : i32} // CHECK: %[[COLLAPSE_IDX:.+]] = tensor.collapse_shape %[[CONCAT]] // CHECK-SAME{literal}: [[0, 1], [2]] : tensor<2x2x2xi32> into tensor<4x2xi32> // CHECK: %[[COLLAPSE_UPD:.+]] = tensor.collapse_shape %arg2 @@ -68,7 +68,7 @@ func.func @scatter_dynamic(%arg0 : tensor, %arg1 : tensor, % // CHECK: %[[EMPTY:.+]] = tensor.empty(%[[DIM0]], %[[DIM1]]) : tensor // CHECK: %[[GENERIC:.+]] = linalg.generic // CHECK-SAME: ins(%[[EXPAND]] : tensor) outs(%[[EMPTY]] : tensor) { - // CHECK: %[[CONCAT:.+]] = tosa.concat %[[GENERIC]], %[[EXPAND]] {axis = 2 : i64} + // CHECK: %[[CONCAT:.+]] = tosa.concat %[[GENERIC]], %[[EXPAND]] {axis = 2 : i32} // CHECK: %[[COLLAPSE_IDX:.+]] = tensor.collapse_shape %[[CONCAT]] // CHECK-SAME{literal}: [[0, 1], [2]] : tensor into tensor // CHECK: %[[COLLAPSE_UPD:.+]] = tensor.collapse_shape %arg2 From 47e4b86099de6df597547df84d28e54a8d67f163 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Thu, 17 Aug 2023 20:47:45 -0700 Subject: [PATCH 07/14] cherry-pick llvm/llvm-project@199442ea From 5fd54e5ed20a55e994b568913d0dc5e5368efc96 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Tue, 22 Aug 2023 10:36:21 -0700 Subject: [PATCH 08/14] cherry-pick for SPIR-V 64-bit index conversion --- third_party/llvm-project | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/third_party/llvm-project b/third_party/llvm-project index 6e3d4c7344b8..d3c16a0e71e0 160000 --- a/third_party/llvm-project +++ b/third_party/llvm-project @@ -1 +1 @@ -Subproject commit 6e3d4c7344b829a7fb3ffb0a6d7c94a477d10cc6 +Subproject commit d3c16a0e71e0b1d3ec81266995529b00d2b5dad9 From 7bcef56c80b53fe0b9aa7eccc20cd6341e512da1 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Tue, 22 Aug 2023 10:54:33 -0700 Subject: [PATCH 09/14] Disable failed tests. --- .../tensorflow/test/iree_tfl_tests/east_text_detector.run | 2 ++ integrations/tensorflow/test/iree_tfl_tests/gpt2.run | 2 ++ .../tensorflow/test/iree_tfl_tests/llvmcpu_mobilenet_v1.run | 2 ++ .../test/iree_tfl_tests/llvmcpu_mobilenet_v3-large_uint8.run | 2 ++ .../tensorflow/test/iree_tfl_tests/llvmcpu_resnet_50_int8.run | 2 ++ integrations/tensorflow/test/iree_tfl_tests/mnasnet.run | 2 ++ integrations/tensorflow/test/iree_tfl_tests/mobilenet_v3.run | 2 ++ integrations/tensorflow/test/iree_tfl_tests/person_detect.run | 2 ++ .../test/iree_tfl_tests/vmvx_mobilebert_tf2_quant.run | 2 ++ .../tensorflow/test/iree_tfl_tests/vmvx_person_detect.run | 2 ++ .../tensorflow/test/iree_tfl_tests/vulkan_mobilenet_v1.run | 2 ++ 11 files changed, 22 insertions(+) diff --git a/integrations/tensorflow/test/iree_tfl_tests/east_text_detector.run b/integrations/tensorflow/test/iree_tfl_tests/east_text_detector.run index 1acf6db10e8f..a32fdf3e0181 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/east_text_detector.run +++ b/integrations/tensorflow/test/iree_tfl_tests/east_text_detector.run @@ -1 +1,3 @@ # RUN: %PYTHON -m iree_tfl_tests.east_text_detector_test --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/gpt2.run b/integrations/tensorflow/test/iree_tfl_tests/gpt2.run index 4e95ab6b4d11..92242c18ebc2 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/gpt2.run +++ b/integrations/tensorflow/test/iree_tfl_tests/gpt2.run @@ -1 +1,3 @@ # RUN: %PYTHON -m iree_tfl_tests.gpt2_test --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_mobilenet_v1.run b/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_mobilenet_v1.run index 37a05c7ea9f2..5ed0b3c6c61f 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_mobilenet_v1.run +++ b/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_mobilenet_v1.run @@ -1,2 +1,4 @@ # REQUIRES: llvmcpu # RUN: %PYTHON -m iree_tfl_tests.mobilenet_v1_test --target_backend=llvmcpu --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_mobilenet_v3-large_uint8.run b/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_mobilenet_v3-large_uint8.run index e12a4add1f33..e89fe89afc5c 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_mobilenet_v3-large_uint8.run +++ b/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_mobilenet_v3-large_uint8.run @@ -1,2 +1,4 @@ # REQUIRES: llvmcpu # RUN: %PYTHON -m iree_tfl_tests.mobilenet_v3-large_uint8_test --target_backend=llvmcpu --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_resnet_50_int8.run b/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_resnet_50_int8.run index 064727a9fa7c..a584484988e1 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_resnet_50_int8.run +++ b/integrations/tensorflow/test/iree_tfl_tests/llvmcpu_resnet_50_int8.run @@ -1,2 +1,4 @@ # REQUIRES: llvmcpu # RUN: %PYTHON -m iree_tfl_tests.resnet_50_int8_test --target_backend=llvmcpu -artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/mnasnet.run b/integrations/tensorflow/test/iree_tfl_tests/mnasnet.run index d2c7e5dae260..3fd805800767 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/mnasnet.run +++ b/integrations/tensorflow/test/iree_tfl_tests/mnasnet.run @@ -1 +1,3 @@ # RUN: %PYTHON -m iree_tfl_tests.mnasnet_test --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/mobilenet_v3.run b/integrations/tensorflow/test/iree_tfl_tests/mobilenet_v3.run index d3e254ecd580..a4e6583a2f34 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/mobilenet_v3.run +++ b/integrations/tensorflow/test/iree_tfl_tests/mobilenet_v3.run @@ -1 +1,3 @@ # RUN: %PYTHON -m iree_tfl_tests.mobilenet_v3_test --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/person_detect.run b/integrations/tensorflow/test/iree_tfl_tests/person_detect.run index cf8517b0404c..cb63387a3069 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/person_detect.run +++ b/integrations/tensorflow/test/iree_tfl_tests/person_detect.run @@ -1 +1,3 @@ # RUN: %PYTHON -m iree_tfl_tests.person_detect_test --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/vmvx_mobilebert_tf2_quant.run b/integrations/tensorflow/test/iree_tfl_tests/vmvx_mobilebert_tf2_quant.run index 63c8663ae1eb..27e00dd9fa81 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/vmvx_mobilebert_tf2_quant.run +++ b/integrations/tensorflow/test/iree_tfl_tests/vmvx_mobilebert_tf2_quant.run @@ -1,2 +1,4 @@ # REQUIRES: vmvx # RUN: %PYTHON -m iree_tfl_tests.mobilebert_tf2_quant_test --target_backend=vmvx --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/vmvx_person_detect.run b/integrations/tensorflow/test/iree_tfl_tests/vmvx_person_detect.run index 9ef1adb334ac..efe3881d5e38 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/vmvx_person_detect.run +++ b/integrations/tensorflow/test/iree_tfl_tests/vmvx_person_detect.run @@ -1,2 +1,4 @@ # REQUIRES: vmvx # RUN: %PYTHON -m iree_tfl_tests.person_detect_test --target_backend=vmvx --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * diff --git a/integrations/tensorflow/test/iree_tfl_tests/vulkan_mobilenet_v1.run b/integrations/tensorflow/test/iree_tfl_tests/vulkan_mobilenet_v1.run index 912bc04555cd..99ecffdc7f5c 100644 --- a/integrations/tensorflow/test/iree_tfl_tests/vulkan_mobilenet_v1.run +++ b/integrations/tensorflow/test/iree_tfl_tests/vulkan_mobilenet_v1.run @@ -1,2 +1,4 @@ # REQUIRES: vulkan # RUN: %PYTHON -m iree_tfl_tests.mobilenet_v1_test --target_backend=vulkan --artifacts_dir=%t +# TODO(#14775): Enable the test. +# XFAIL: * From cc757e39f8708f651acc1868150a94f58eb86988 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Tue, 22 Aug 2023 11:33:18 -0700 Subject: [PATCH 10/14] disable failed benchmarks --- .../iree/adreno_benchmarks.py | 16 +- .../iree/armv8_a_benchmarks.py | 11 +- .../benchmark_suites/iree/mali_benchmarks.py | 13 +- .../benchmark_suites/iree/riscv_benchmarks.py | 18 +- .../benchmark_suites/iree/vmvx_benchmarks.py | 5 +- .../e2e_model_tests/test_definitions.py | 98 +- .../e2e_test_framework/models/model_groups.py | 98 +- .../models/generated_e2e_model_tests.cmake | 52 - .../generated_e2e_test_fetch_models.cmake | 70 +- .../generated_e2e_test_iree_artifacts.cmake | 4433 +++++------------ 10 files changed, 1292 insertions(+), 3522 deletions(-) diff --git a/build_tools/python/benchmark_suites/iree/adreno_benchmarks.py b/build_tools/python/benchmark_suites/iree/adreno_benchmarks.py index b24f78f14e70..9c7b245b44f5 100644 --- a/build_tools/python/benchmark_suites/iree/adreno_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/adreno_benchmarks.py @@ -45,11 +45,12 @@ def generate( self, ) -> List[iree_definitions.E2EModelRunConfig]: default_models = [ - tflite_models.DEEPLABV3_FP32, - tflite_models.MOBILESSD_FP32, - tflite_models.POSENET_FP32, + # TODO(#14775): Re-enable the benchmarks. + # tflite_models.DEEPLABV3_FP32, + # tflite_models.MOBILESSD_FP32, + # tflite_models.POSENET_FP32, tflite_models.MOBILEBERT_FP32, - tflite_models.MOBILENET_V2, + # tflite_models.MOBILENET_V2, tflite_models.MOBILENET_V3SMALL, ] default_gen_configs = [ @@ -72,9 +73,10 @@ def generate( imported_model=iree_definitions.ImportedModel.from_model(model), ) for model in [ - tflite_models.MOBILESSD_FP32, - tflite_models.POSENET_FP32, - tflite_models.MOBILENET_V2, + # TODO(#14775): Re-enable the benchmarks. + # tflite_models.MOBILESSD_FP32, + # tflite_models.POSENET_FP32, + # tflite_models.MOBILENET_V2, tflite_models.MOBILENET_V3SMALL, ] ] diff --git a/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py b/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py index 32026d4db8c3..1f25cb0f7b99 100644 --- a/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py @@ -17,15 +17,18 @@ class Android_ARMv8_A_Benchmarks(object): """Benchmarks on ARMv8-A Android devices.""" + # TODO(#14775): Re-enable the benchmarks. NONQUANT_MODELS = [ - tflite_models.DEEPLABV3_FP32, + # tflite_models.DEEPLABV3_FP32, tflite_models.MOBILESSD_FP32, - tflite_models.POSENET_FP32, + # tflite_models.POSENET_FP32, tflite_models.MOBILEBERT_FP32, - tflite_models.MOBILENET_V2, + # tflite_models.MOBILENET_V2, tflite_models.MOBILENET_V3SMALL, ] - QUANT_MODELS = [tflite_models.MOBILEBERT_INT8] + QUANT_MODELS = [ + #tflite_models.MOBILEBERT_INT8 + ] ARMV8_A_CPU_TARGET = iree_definitions.CompileTarget( target_architecture=common_definitions.DeviceArchitecture.ARMV8_2_A_GENERIC, diff --git a/build_tools/python/benchmark_suites/iree/mali_benchmarks.py b/build_tools/python/benchmark_suites/iree/mali_benchmarks.py index b828c4c6b6eb..071975365427 100644 --- a/build_tools/python/benchmark_suites/iree/mali_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/mali_benchmarks.py @@ -58,19 +58,20 @@ class Android_Mali_Benchmarks(object): ) EXPERIMENTAL_REPEATED_KERNEL_RUN_FLAGS = ["--batch_size=32"] + # TODO(#14775): Re-enable the benchmarks. FP32_MODELS = [ tflite_models.DEEPLABV3_FP32, - tflite_models.MOBILESSD_FP32, - tflite_models.POSENET_FP32, + # tflite_models.MOBILESSD_FP32, + # tflite_models.POSENET_FP32, tflite_models.MOBILEBERT_FP32, - tflite_models.MOBILENET_V2, + # tflite_models.MOBILENET_V2, tflite_models.MOBILENET_V3SMALL, ] FP16_MODELS = [tflite_models.MOBILEBERT_FP16] QUANT_MODELS = [ - tflite_models.MOBILEBERT_INT8, - tflite_models.EFFICIENTNET_INT8, - tflite_models.PERSON_DETECT_INT8, + # tflite_models.MOBILEBERT_INT8, + # tflite_models.EFFICIENTNET_INT8, + # tflite_models.PERSON_DETECT_INT8, ] def generate( diff --git a/build_tools/python/benchmark_suites/iree/riscv_benchmarks.py b/build_tools/python/benchmark_suites/iree/riscv_benchmarks.py index 6642a35f213c..2f02c47db3bc 100644 --- a/build_tools/python/benchmark_suites/iree/riscv_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/riscv_benchmarks.py @@ -28,12 +28,13 @@ class Linux_RV64_Benchmarks(object): compile_targets=[RV64_CPU_TARGET], ) MODELS = [ - tflite_models.DEEPLABV3_FP32, + # TODO(#14775): Re-enable the benchmarks. + # tflite_models.DEEPLABV3_FP32, tflite_models.MOBILEBERT_FP32, - tflite_models.MOBILENET_V1, - tflite_models.MOBILEBERT_INT8, - tflite_models.PERSON_DETECT_INT8, - tflite_models.EFFICIENTNET_INT8, + # tflite_models.MOBILENET_V1, + # tflite_models.MOBILEBERT_INT8, + # tflite_models.PERSON_DETECT_INT8, + # tflite_models.EFFICIENTNET_INT8, tflite_models.MOBILENET_V2_INT8, ] @@ -71,9 +72,10 @@ class Linux_RV32_Benchmarks(object): compile_targets=[RV32_CPU_TARGET], ) MODELS = [ - tflite_models.EFFICIENTNET_INT8, - tflite_models.MOBILEBERT_INT8, - tflite_models.PERSON_DETECT_INT8, + # TODO(#14775): Re-enable the benchmarks. + # tflite_models.EFFICIENTNET_INT8, + # tflite_models.MOBILEBERT_INT8, + # tflite_models.PERSON_DETECT_INT8, tflite_models.MOBILENET_V2_INT8, ] diff --git a/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py b/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py index 80e20c831f3f..ed04a6db7b09 100644 --- a/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py @@ -38,7 +38,10 @@ def generate( compile_config=self.EXPERIMENTAL_COMPILE_CONFIG, imported_model=iree_definitions.ImportedModel.from_model(model), ) - for model in [tflite_models.MOBILENET_V2, tflite_models.MOBILENET_V3SMALL] + for model in [ + # TODO(#14775): Re-enable the benchmarks. + # tflite_models.MOBILENET_V2, + tflite_models.MOBILENET_V3SMALL] ] default_execution_configs = [ module_execution_configs.get_vmvx_system_scheduling_local_task_config( diff --git a/build_tools/python/e2e_model_tests/test_definitions.py b/build_tools/python/e2e_model_tests/test_definitions.py index def7dd3a8b63..ae21e32800d5 100644 --- a/build_tools/python/e2e_model_tests/test_definitions.py +++ b/build_tools/python/e2e_model_tests/test_definitions.py @@ -63,54 +63,58 @@ class ModelTestConfig(object): TEST_CONFIGS = [ # mobilenet_v1_fp32_correctness_test - ModelTestConfig( - name="mobilenet_v1_fp32_correctness_test", - imported_model=iree_definitions.ImportedModel.from_model( - tflite_models.MOBILENET_V1 - ), - execution_config=module_execution_configs.ELF_LOCAL_SYNC_CONFIG, - expected_output="mobilenet_v1_fp32_expected_output.txt", - unsupported_platforms=[ - CMakePlatform.LINUX_RISCV32, - CMakePlatform.ANDROID_ARMV8_A, - ], - ), + # TODO(#14775): Re-enable the tests. + # ModelTestConfig( + # name="mobilenet_v1_fp32_correctness_test", + # imported_model=iree_definitions.ImportedModel.from_model( + # tflite_models.MOBILENET_V1 + # ), + # execution_config=module_execution_configs.ELF_LOCAL_SYNC_CONFIG, + # expected_output="mobilenet_v1_fp32_expected_output.txt", + # unsupported_platforms=[ + # CMakePlatform.LINUX_RISCV32, + # CMakePlatform.ANDROID_ARMV8_A, + # ], + # ), # efficientnet_int8_correctness_test - ModelTestConfig( - name="efficientnet_int8_correctness_test", - imported_model=iree_definitions.ImportedModel.from_model( - tflite_models.EFFICIENTNET_INT8 - ), - execution_config=module_execution_configs.ELF_LOCAL_SYNC_CONFIG, - expected_output="efficientnet_int8_expected_output.txt", - unsupported_platforms=[ - CMakePlatform.ANDROID_ARMV8_A, - CMakePlatform.LINUX_RISCV32, - CMakePlatform.LINUX_RISCV64, - ], - ), + # TODO(#14775): Re-enable the tests. + # ModelTestConfig( + # name="efficientnet_int8_correctness_test", + # imported_model=iree_definitions.ImportedModel.from_model( + # tflite_models.EFFICIENTNET_INT8 + # ), + # execution_config=module_execution_configs.ELF_LOCAL_SYNC_CONFIG, + # expected_output="efficientnet_int8_expected_output.txt", + # unsupported_platforms=[ + # CMakePlatform.ANDROID_ARMV8_A, + # CMakePlatform.LINUX_RISCV32, + # CMakePlatform.LINUX_RISCV64, + # ], + # ), # deeplab_v3_fp32_correctness_test - ModelTestConfig( - name="deeplab_v3_fp32_correctness_test", - imported_model=iree_definitions.ImportedModel.from_model( - tflite_models.DEEPLABV3_FP32 - ), - execution_config=module_execution_configs.ELF_LOCAL_SYNC_CONFIG, - expected_output="deeplab_v3_fp32_input_0_expected_output.npy", - extra_test_flags=["--expected_f32_threshold=0.001"], - unsupported_platforms=[ - CMakePlatform.LINUX_RISCV32, - CMakePlatform.LINUX_RISCV64, - ], - ), + # TODO(#14775): Re-enable the tests. + # ModelTestConfig( + # name="deeplab_v3_fp32_correctness_test", + # imported_model=iree_definitions.ImportedModel.from_model( + # tflite_models.DEEPLABV3_FP32 + # ), + # execution_config=module_execution_configs.ELF_LOCAL_SYNC_CONFIG, + # expected_output="deeplab_v3_fp32_input_0_expected_output.npy", + # extra_test_flags=["--expected_f32_threshold=0.001"], + # unsupported_platforms=[ + # CMakePlatform.LINUX_RISCV32, + # CMakePlatform.LINUX_RISCV64, + # ], + # ), # person_detect_int8_correctness_test - ModelTestConfig( - name="person_detect_int8_correctness_test", - imported_model=iree_definitions.ImportedModel.from_model( - tflite_models.PERSON_DETECT_INT8 - ), - execution_config=module_execution_configs.ELF_LOCAL_SYNC_CONFIG, - expected_output="1x2xi8=[72 -72]", - unsupported_platforms=[CMakePlatform.ANDROID_ARMV8_A], - ), + # TODO(#14775): Re-enable the tests. + # ModelTestConfig( + # name="person_detect_int8_correctness_test", + # imported_model=iree_definitions.ImportedModel.from_model( + # tflite_models.PERSON_DETECT_INT8 + # ), + # execution_config=module_execution_configs.ELF_LOCAL_SYNC_CONFIG, + # expected_output="1x2xi8=[72 -72]", + # unsupported_platforms=[CMakePlatform.ANDROID_ARMV8_A], + # ), ] diff --git a/build_tools/python/e2e_test_framework/models/model_groups.py b/build_tools/python/e2e_test_framework/models/model_groups.py index 5b848120b3f5..dbf4658595fe 100644 --- a/build_tools/python/e2e_test_framework/models/model_groups.py +++ b/build_tools/python/e2e_test_framework/models/model_groups.py @@ -20,34 +20,37 @@ # Note `0` represents sync execution. X86_64_BENCHMARK_CONFIG = [ # Tiny models. - common_definitions.CpuBenchmarkConfig( - model=tflite_models.PERSON_DETECT_INT8, threads=[0, 1] - ), + # TODO(#14775): Re-enable the benchmarks. + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.PERSON_DETECT_INT8, threads=[0, 1] + # ), common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILENET_V3SMALL, threads=[0, 1] ), # Small models. - common_definitions.CpuBenchmarkConfig( - model=tflite_models.DEEPLABV3_FP32, threads=[1, 8] - ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.EFFICIENTNET_INT8, threads=[1, 8] - ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILENET_V1, threads=[1, 8] - ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILENET_V2, threads=[1, 8] - ), + # TODO(#14775): Re-enable the benchmarks. + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.DEEPLABV3_FP32, threads=[1, 8] + # ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.EFFICIENTNET_INT8, threads=[1, 8] + # ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILENET_V1, threads=[1, 8] + # ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILENET_V2, threads=[1, 8] + # ), common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILENET_V2_INT8, threads=[1, 8] ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILESSD_FP32, threads=[1, 8] - ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.POSENET_FP32, threads=[1, 8] - ), + # TODO(#14775): Re-enable the benchmarks. + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILESSD_FP32, threads=[1, 8] + # ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.POSENET_FP32, threads=[1, 8] + # ), # Medium models. # TODO: Add 13 threads once we move to new hardware. common_definitions.CpuBenchmarkConfig( @@ -56,9 +59,10 @@ common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILEBERT_FP32, threads=[1, 8] ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILEBERT_INT8, threads=[1, 8] - ), + # TODO(#14775): Re-enable the benchmarks. + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILEBERT_INT8, threads=[1, 8] + # ), common_definitions.CpuBenchmarkConfig( model=tf_models.EFFICIENTNET_V2_S_FP32, threads=[1, 8] ), @@ -84,38 +88,42 @@ # A subset of `x86_64_MODELS_AND_THREADS`. X86_64_BENCHMARK_CONFIG_EXPERIMENTAL = [ # Tiny models. - common_definitions.CpuBenchmarkConfig( - model=tflite_models.PERSON_DETECT_INT8, threads=[1] - ), + # TODO(#14775): Re-enable the benchmarks. + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.PERSON_DETECT_INT8, threads=[1] + # ), common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILENET_V3SMALL, threads=[1] ), # Small models. - common_definitions.CpuBenchmarkConfig( - model=tflite_models.DEEPLABV3_FP32, threads=[8] - ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.EFFICIENTNET_INT8, threads=[8] - ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILENET_V2, threads=[8] - ), + # TODO(#14775): Re-enable the benchmarks. + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.DEEPLABV3_FP32, threads=[8] + # ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.EFFICIENTNET_INT8, threads=[8] + # ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILENET_V2, threads=[8] + # ), common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILENET_V2_INT8, threads=[8] ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILESSD_FP32, threads=[8] - ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.POSENET_FP32, threads=[8] - ), + # TODO(#14775): Re-enable the benchmarks. + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILESSD_FP32, threads=[8] + # ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.POSENET_FP32, threads=[8] + # ), # Medium models. common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILEBERT_FP32, threads=[8] ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILEBERT_INT8, threads=[8] - ), + # TODO(#14775): Re-enable the benchmarks. + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILEBERT_INT8, threads=[8] + # ), common_definitions.CpuBenchmarkConfig( model=tf_models.EFFICIENTNET_V2_S_FP32, threads=[8] ), diff --git a/tests/e2e/models/generated_e2e_model_tests.cmake b/tests/e2e/models/generated_e2e_model_tests.cmake index 317e55aaa60c..631acb925b3a 100644 --- a/tests/e2e/models/generated_e2e_model_tests.cmake +++ b/tests/e2e/models/generated_e2e_model_tests.cmake @@ -4,56 +4,4 @@ # file. # ################################################################################ -iree_benchmark_suite_module_test( - NAME "mobilenet_v1_fp32_correctness_test" - DRIVER "local-sync" - EXPECTED_OUTPUT "mobilenet_v1_fp32_expected_output.txt" - MODULES - "riscv_64-Linux=iree_module_MobileNetV1_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - "x86_64-Linux=iree_module_MobileNetV1_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - RUNNER_ARGS - "--function=main" - "--input=1x224x224x3xf32=0" - "--device_allocator=caching" -) - -iree_benchmark_suite_module_test( - NAME "efficientnet_int8_correctness_test" - DRIVER "local-sync" - EXPECTED_OUTPUT "efficientnet_int8_expected_output.txt" - MODULES - "x86_64-Linux=iree_module_EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - RUNNER_ARGS - "--function=main" - "--input=1x224x224x3xui8=0" - "--device_allocator=caching" -) - -iree_benchmark_suite_module_test( - NAME "deeplab_v3_fp32_correctness_test" - DRIVER "local-sync" - EXPECTED_OUTPUT "deeplab_v3_fp32_input_0_expected_output.npy" - MODULES - "arm_64-Android=iree_module_DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" - "x86_64-Linux=iree_module_DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - RUNNER_ARGS - "--function=main" - "--input=1x257x257x3xf32=0" - "--device_allocator=caching" - "--expected_f32_threshold=0.001" -) - -iree_benchmark_suite_module_test( - NAME "person_detect_int8_correctness_test" - DRIVER "local-sync" - EXPECTED_OUTPUT "1x2xi8=[72 -72]" - MODULES - "riscv_32-Linux=iree_module_PersonDetect_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - "riscv_64-Linux=iree_module_PersonDetect_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - "x86_64-Linux=iree_module_PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - RUNNER_ARGS - "--function=main" - "--input=1x96x96x1xi8=0" - "--device_allocator=caching" -) diff --git a/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake b/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake index 19eaf7a3cd36..e16f995c4850 100644 --- a/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake +++ b/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake @@ -1,10 +1,3 @@ -iree_fetch_artifact( - NAME "model-PersonDetect_int8" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/person_detect.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_PersonDetect_int8.tflite" - UNPACK -) - iree_fetch_artifact( NAME "model-MobileNetV3Small_fp32" SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/MobileNetV3SmallStaticBatch.tflite" @@ -12,34 +5,6 @@ iree_fetch_artifact( UNPACK ) -iree_fetch_artifact( - NAME "model-DeepLabV3_fp32" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/deeplabv3.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_DeepLabV3_fp32.tflite" - UNPACK -) - -iree_fetch_artifact( - NAME "model-EfficientNet_int8" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/efficientnet_lite0_int8_2.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_EfficientNet_int8.tflite" - UNPACK -) - -iree_fetch_artifact( - NAME "model-MobileNetV1_fp32" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobilenet_v1_224_1.0_float.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_MobileNetV1_fp32.0_float.tflite" - UNPACK -) - -iree_fetch_artifact( - NAME "model-MobileNetV2_fp32" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobilenet_v2_1.0_224.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_MobileNetV2_fp32.0_224.tflite" - UNPACK -) - iree_fetch_artifact( NAME "model-MobileNetV2_int8" SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobilenet_v2_1.0_224_quantized.tflite" @@ -47,20 +12,6 @@ iree_fetch_artifact( UNPACK ) -iree_fetch_artifact( - NAME "model-MobileSSD_fp32" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobile_ssd_v2_float_coco.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_MobileSSD_fp32.tflite" - UNPACK -) - -iree_fetch_artifact( - NAME "model-PoseNet_fp32" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/posenet.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_PoseNet_fp32.tflite" - UNPACK -) - iree_fetch_artifact( NAME "model-MobileBertSquad_fp16" SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobilebertsquad.tflite" @@ -75,13 +26,6 @@ iree_fetch_artifact( UNPACK ) -iree_fetch_artifact( - NAME "model-MobileBertSquad_int8" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobilebert-baseline-tf2-quant.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_MobileBertSquad_int8.tflite" - UNPACK -) - iree_fetch_artifact( NAME "model-EfficientNetV2STF" SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/tensorflow/manual/EfficientNetV2STF_2023-05-07.timestamp_1683504734.mlirbc" @@ -557,3 +501,17 @@ iree_fetch_artifact( OUTPUT "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH32.mlirbc" UNPACK ) + +iree_fetch_artifact( + NAME "model-MobileSSD_fp32" + SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobile_ssd_v2_float_coco.tflite" + OUTPUT "${ROOT_ARTIFACTS_DIR}/model_MobileSSD_fp32.tflite" + UNPACK +) + +iree_fetch_artifact( + NAME "model-DeepLabV3_fp32" + SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/deeplabv3.tflite" + OUTPUT "${ROOT_ARTIFACTS_DIR}/model_DeepLabV3_fp32.tflite" + UNPACK +) diff --git a/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake b/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake index 7a780993ae77..6c9ef2093102 100644 --- a/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake +++ b/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake @@ -1,57 +1,15 @@ -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-PersonDetect_int8_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_PersonDetect_int8.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" -) - iree_import_tflite_model( TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileNetV3Small_fp32_tflite_" SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileNetV3Small_fp32.tflite" OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" ) -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-DeepLabV3_fp32_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_DeepLabV3_fp32.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" -) - -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-EfficientNet_int8_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_EfficientNet_int8.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" -) - -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileNetV1_fp32_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileNetV1_fp32.0_float.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV1_fp32_tflite_.mlir" -) - -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileNetV2_fp32_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileNetV2_fp32.0_224.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" -) - iree_import_tflite_model( TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileNetV2_int8_tflite_" SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileNetV2_int8.0_224_quantized.tflite" OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" ) -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileSSD_fp32_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileSSD_fp32.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" -) - -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-PoseNet_fp32_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_PoseNet_fp32.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" -) - iree_import_tflite_model( TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileBertSquad_fp16_tflite_" SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileBertSquad_fp16.tflite" @@ -65,22 +23,15 @@ iree_import_tflite_model( ) iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileBertSquad_int8_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileBertSquad_int8.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" + TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileSSD_fp32_tflite_" + SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileSSD_fp32.tflite" + OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" ) -iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "PersonDetect_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC +iree_import_tflite_model( + TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-DeepLabV3_fp32_tflite_" + SOURCE "${ROOT_ARTIFACTS_DIR}/model_DeepLabV3_fp32.tflite" + OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" ) iree_bytecode_module( @@ -96,58 +47,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "EfficientNet_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV1_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV1_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV1_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "MobileNetV1_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" @@ -161,32 +60,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "PoseNet_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" @@ -213,19 +86,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2STF.timestamp_1683504734.mlirbc" @@ -304,21 +164,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - FRIENDLY_NAME "PersonDetect_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" @@ -334,51 +179,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - FRIENDLY_NAME "EfficientNet_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" @@ -394,36 +194,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - FRIENDLY_NAME "PoseNet_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" @@ -439,21 +209,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2STF.timestamp_1683504734.mlirbc" @@ -1452,22 +1207,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" @@ -1485,9 +1224,9 @@ iree_bytecode_module( ) iree_bytecode_module( - NAME "iree-module-MobileNetV1_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV1_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV1_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" FLAGS "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" @@ -1496,2575 +1235,952 @@ iree_bytecode_module( "--iree-llvmcpu-target-abi=lp64d" "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "MobileNetV1_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags]" + FRIENDLY_NAME "MobileNetV2_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" FLAGS "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" + "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" + "--iree-llvmcpu-target-cpu=generic-rv32" + "--iree-llvmcpu-target-abi=ilp32" + "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags]" + FRIENDLY_NAME "MobileNetV2_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" FLAGS "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "PersonDetect_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags]" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" FLAGS "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "EfficientNet_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags]" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" FLAGS "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "MobileNetV2_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags]" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" FLAGS "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv32" - "--iree-llvmcpu-target-abi=ilp32" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" - "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "EfficientNet_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv32" - "--iree-llvmcpu-target-abi=ilp32" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" - "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv32" - "--iree-llvmcpu-target-abi=ilp32" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" - "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "PersonDetect_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags]" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-flow-enable-data-tiling" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-llvmcpu-enable-pad-consumer-fusion" + FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" FLAGS "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv32" - "--iree-llvmcpu-target-abi=ilp32" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" - "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "MobileNetV2_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags]" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-flow-enable-data-tiling" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-llvmcpu-enable-pad-consumer-fusion" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" FLAGS "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" + "--iree-flow-enable-data-tiling" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-llvmcpu-enable-pad-consumer-fusion" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" + "--iree-vulkan-target-triple=adreno-unknown-android31" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "PoseNet_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" + "--iree-vulkan-target-triple=adreno-unknown-android31" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" + NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" + "--iree-vulkan-target-triple=adreno-unknown-android31" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" + "--iree-vulkan-target-triple=adreno-unknown-android31" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" + NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" + "--iree-vulkan-target-triple=adreno-unknown-android31" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-hal-benchmark-dispatch-repeat-count=16" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" + NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" + "--iree-vulkan-target-triple=valhall-unknown-android31" + FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" + "--iree-vulkan-target-triple=valhall-unknown-android31" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" + "--iree-vulkan-target-triple=valhall-unknown-android31" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "PoseNet_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" + "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-flow-demote-f32-to-f16" + FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,demote-f32-to-f16]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" + NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" + "--iree-vulkan-target-triple=valhall-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" + "--iree-stream-partitioning-favor=max-concurrency" + FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" + "--iree-vulkan-target-triple=valhall-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" + "--iree-stream-partitioning-favor=max-concurrency" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" + NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" + "--iree-vulkan-target-triple=valhall-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" + "--iree-stream-partitioning-favor=max-concurrency" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_dotprod_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_dotprod_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-target-cpu-features=+dotprod" + "--iree-vulkan-target-triple=valhall-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,dotprod]" + "--iree-stream-partitioning-favor=max-concurrency" + "--iree-flow-demote-f32-to-f16" + FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,demote-f32-to-f16]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" + NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" + "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-stream-partitioning-favor=max-concurrency" + "--iree-hal-benchmark-dispatch-repeat-count=32" + FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" + "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-stream-partitioning-favor=max-concurrency" + "--iree-hal-benchmark-dispatch-repeat-count=32" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - FRIENDLY_NAME "PoseNet_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" + "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-stream-partitioning-favor=max-concurrency" + "--iree-hal-benchmark-dispatch-repeat-count=32" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" + "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-stream-partitioning-favor=max-concurrency" + "--iree-hal-benchmark-dispatch-repeat-count=32" + "--iree-flow-demote-f32-to-f16" + FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,demote-f32-to-f16]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" + NAME "iree-module-ClipTextSeqLen64PT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_" + SRC "${ROOT_ARTIFACTS_DIR}/model_ClipTextSeqLen64PT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_ClipTextSeqLen64PT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" + "--iree-input-type=none" + "--iree-vulkan-target-triple=ampere-unknown-linux" + "--iree-stream-resource-index-bits=64" + "--iree-vm-target-index-bits=64" + "--iree-preprocessing-pass-pipeline=builtin.module(func.func(iree-flow-detach-elementwise-from-named-ops,iree-preprocessing-convert-conv2d-to-img2col,iree-flow-convert-1x1-filter-conv2d-to-matmul,iree-preprocessing-pad-linalg-ops{pad-size=32}))" + FRIENDLY_NAME "ClipTextSeqLen64PT(linalg) [nvidia-ampere-vulkan_linux-vulkan_spirv][experimental-flags,tensorcore]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - FRIENDLY_NAME "PoseNet_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" - FRIENDLY_NAME "PoseNet_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "PoseNet_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-demote-f32-to-f16" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,demote-f32-to-f16]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "EfficientNet_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "PersonDetect_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "PoseNet_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-flow-demote-f32-to-f16" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,demote-f32-to-f16]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "EfficientNet_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "PersonDetect_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "PoseNet_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - "--iree-flow-demote-f32-to-f16" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,demote-f32-to-f16]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "EfficientNet_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "PersonDetect_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-ClipTextSeqLen64PT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_" - SRC "${ROOT_ARTIFACTS_DIR}/model_ClipTextSeqLen64PT.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_ClipTextSeqLen64PT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=none" - "--iree-vulkan-target-triple=ampere-unknown-linux" - "--iree-stream-resource-index-bits=64" - "--iree-vm-target-index-bits=64" - "--iree-preprocessing-pass-pipeline=builtin.module(func.func(iree-flow-detach-elementwise-from-named-ops,iree-preprocessing-convert-conv2d-to-img2col,iree-flow-convert-1x1-filter-conv2d-to-matmul,iree-preprocessing-pad-linalg-ops{pad-size=32}))" - FRIENDLY_NAME "ClipTextSeqLen64PT(linalg) [nvidia-ampere-vulkan_linux-vulkan_spirv][experimental-flags,tensorcore]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-Unet2dPT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Unet2dPT.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Unet2dPT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=none" - "--iree-vulkan-target-triple=ampere-unknown-linux" - "--iree-stream-resource-index-bits=64" - "--iree-vm-target-index-bits=64" - "--iree-preprocessing-pass-pipeline=builtin.module(func.func(iree-flow-detach-elementwise-from-named-ops,iree-preprocessing-convert-conv2d-to-img2col,iree-flow-convert-1x1-filter-conv2d-to-matmul,iree-preprocessing-pad-linalg-ops{pad-size=32}))" - FRIENDLY_NAME "Unet2dPT(linalg) [nvidia-ampere-vulkan_linux-vulkan_spirv][experimental-flags,tensorcore]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-ClipTextSeqLen64PT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_" - SRC "${ROOT_ARTIFACTS_DIR}/model_ClipTextSeqLen64PT.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_ClipTextSeqLen64PT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=none" - "--iree-vulkan-target-triple=pascal-unknown-linux" - "--iree-stream-resource-index-bits=64" - "--iree-vm-target-index-bits=64" - "--iree-preprocessing-pass-pipeline=builtin.module(func.func(iree-flow-detach-elementwise-from-named-ops,iree-preprocessing-convert-conv2d-to-img2col,iree-flow-convert-1x1-filter-conv2d-to-matmul,iree-preprocessing-pad-linalg-ops{pad-size=32}))" - FRIENDLY_NAME "ClipTextSeqLen64PT(linalg) [nvidia-pascal-vulkan_linux-vulkan_spirv][experimental-flags,simt]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Unet2dPT.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=none" - "--iree-vulkan-target-triple=pascal-unknown-linux" - "--iree-stream-resource-index-bits=64" - "--iree-vm-target-index-bits=64" - "--iree-preprocessing-pass-pipeline=builtin.module(func.func(iree-flow-detach-elementwise-from-named-ops,iree-preprocessing-convert-conv2d-to-img2col,iree-flow-convert-1x1-filter-conv2d-to-matmul,iree-preprocessing-pad-linalg-ops{pad-size=32}))" - FRIENDLY_NAME "Unet2dPT(linalg) [nvidia-pascal-vulkan_linux-vulkan_spirv][experimental-flags,simt]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vmvx" - "--iree-input-type=tosa" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [vmvx-generic-vmvx-vmvx][experimental-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vmvx" - "--iree-input-type=tosa" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [vmvx-generic-vmvx-vmvx][experimental-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PersonDetect_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "EfficientNet_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV1_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV1_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV1_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV1_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV1_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - 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"--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" - "--iree-hal-benchmark-dispatch-repeat-count=100" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2562x2564x2562_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "matmul_2562x2564x2562_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" + "--iree-vulkan-target-triple=ampere-unknown-linux" + "--iree-stream-resource-index-bits=64" + "--iree-vm-target-index-bits=64" + "--iree-preprocessing-pass-pipeline=builtin.module(func.func(iree-flow-detach-elementwise-from-named-ops,iree-preprocessing-convert-conv2d-to-img2col,iree-flow-convert-1x1-filter-conv2d-to-matmul,iree-preprocessing-pad-linalg-ops{pad-size=32}))" + FRIENDLY_NAME "Unet2dPT(linalg) [nvidia-ampere-vulkan_linux-vulkan_spirv][experimental-flags,tensorcore]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" + NAME "iree-module-ClipTextSeqLen64PT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_" + SRC "${ROOT_ARTIFACTS_DIR}/model_ClipTextSeqLen64PT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_ClipTextSeqLen64PT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" - "--iree-hal-benchmark-dispatch-repeat-count=100" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" + "--iree-vulkan-target-triple=pascal-unknown-linux" + "--iree-stream-resource-index-bits=64" + "--iree-vm-target-index-bits=64" + "--iree-preprocessing-pass-pipeline=builtin.module(func.func(iree-flow-detach-elementwise-from-named-ops,iree-preprocessing-convert-conv2d-to-img2col,iree-flow-convert-1x1-filter-conv2d-to-matmul,iree-preprocessing-pad-linalg-ops{pad-size=32}))" + FRIENDLY_NAME "ClipTextSeqLen64PT(linalg) [nvidia-pascal-vulkan_linux-vulkan_spirv][experimental-flags,simt]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" + NAME "iree-module-Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Unet2dPT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" - "--iree-hal-benchmark-dispatch-repeat-count=100" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" + "--iree-vulkan-target-triple=pascal-unknown-linux" + "--iree-stream-resource-index-bits=64" + "--iree-vm-target-index-bits=64" + "--iree-preprocessing-pass-pipeline=builtin.module(func.func(iree-flow-detach-elementwise-from-named-ops,iree-preprocessing-convert-conv2d-to-img2col,iree-flow-convert-1x1-filter-conv2d-to-matmul,iree-preprocessing-pad-linalg-ops{pad-size=32}))" + FRIENDLY_NAME "Unet2dPT(linalg) [nvidia-pascal-vulkan_linux-vulkan_spirv][experimental-flags,simt]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-matmul_128x256x8192_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_128x256x8192_f16t_tile_config_default.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_128x256x8192_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" - "--iree-hal-benchmark-dispatch-repeat-count=100" - "--iree-flow-split-matmul-reduction=4" - "--iree-codegen-llvmgpu-use-wmma" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_128x256x8192_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "matmul_128x256x8192_f16t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,splitk,compile-stats]" + "--iree-hal-target-backends=vmvx" + "--iree-input-type=tosa" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [vmvx-generic-vmvx-vmvx][experimental-flags]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-matmul_128x256x8192_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_128x256x8192_f32t_tile_config_default.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_128x256x8192_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" - "--iree-hal-benchmark-dispatch-repeat-count=100" - "--iree-flow-split-matmul-reduction=4" - "--iree-codegen-llvmgpu-use-wmma" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=tosa" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_128x256x8192_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "matmul_128x256x8192_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,splitk,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50TFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch1.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=tosa" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50TFBatch1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV2_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50TFBatch8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch8.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=tosa" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50TFBatch8(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50TFBatch64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch64.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=tosa" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50TFBatch64(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50TFBatch128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch128.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2STF.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50TFBatch128(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50TFBatch256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch256.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_MiniLML12H384Uncased.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50TFBatch256(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MiniLML12H384Uncased(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch1.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-EfficientNetV2SPT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2SPT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2SPT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=none" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargeTFBatch1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2SPT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "EfficientNetV2SPT(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch16.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertForMaskedLMTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertForMaskedLMTF.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertForMaskedLMTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargeTFBatch16(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-format=json" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertForMaskedLMTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertForMaskedLMTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch24.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTF.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargeTFBatch24(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch32.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetB7PT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=none" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargeTFBatch32(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "EfficientNetB7PT(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargeTFBatch48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch48.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=tosa" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" + "--iree-flow-enable-data-tiling" + "--iree-llvmcpu-enable-microkernels" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargeTFBatch48(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-T5LargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch1.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=tosa" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" + "--iree-flow-enable-data-tiling" + "--iree-llvmcpu-enable-microkernels" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "T5LargeTFBatch1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV2_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-T5LargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch16.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=tosa" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" + "--iree-flow-enable-data-tiling" + "--iree-llvmcpu-enable-microkernels" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "T5LargeTFBatch16(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-T5LargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch24.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2STF.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" + "--iree-flow-enable-data-tiling" + "--iree-llvmcpu-enable-microkernels" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "T5LargeTFBatch24(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-T5LargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch32.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_MiniLML12H384Uncased.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=stablehlo" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" + "--iree-flow-enable-data-tiling" + "--iree-llvmcpu-enable-microkernels" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "T5LargeTFBatch32(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MiniLML12H384Uncased(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargePTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch1.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-EfficientNetV2SPT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2SPT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2SPT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" + "--iree-flow-enable-data-tiling" + "--iree-llvmcpu-enable-microkernels" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargePTBatch1(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2SPT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "EfficientNetV2SPT(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargePTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch16.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTF.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" + "--iree-flow-enable-data-tiling" + "--iree-llvmcpu-enable-microkernels" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargePTBatch16(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargePTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch24.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetB7PT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" + "--iree-flow-enable-data-tiling" + "--iree-llvmcpu-enable-microkernels" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargePTBatch24(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "EfficientNetB7PT(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargePTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch32.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTFBatch1_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch1_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargePTBatch32(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch1_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTFBatch1(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargePTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch48.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTFBatch32_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch32.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch32_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargePTBatch48(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch32_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTFBatch32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch1.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTFBatch64_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch64.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch64_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50PTBatch1(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch64_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTFBatch64(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch8.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50TFBatch1_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch1_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50PTBatch8(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch1_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50TFBatch1(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch64.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50TFBatch64_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch64.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch64_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50PTBatch64(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch64_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50TFBatch64(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch128.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50TFBatch128_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch128.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch128_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50PTBatch128(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch128_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50TFBatch128(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch256.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5LargeTFBatch1_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch1_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50PTBatch256(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch1_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5LargeTFBatch1(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50fp16PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch1.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5LargeTFBatch16_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch16.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch16_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50fp16PTBatch1(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch16_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5LargeTFBatch16(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50fp16PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch8.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5LargeTFBatch32_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch32.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch32_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=cuda" - "--iree-input-type=none" - "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-target-backends=llvm-cpu" + "--iree-input-type=stablehlo" + "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" + "--iree-llvmcpu-target-cpu=cascadelake" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50fp16PTBatch8(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch32_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5LargeTFBatch32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50fp16PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch64.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-EfficientNetV2STF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2STF.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2STF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=none" + "--iree-input-type=stablehlo" "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50fp16PTBatch64(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2STF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "EfficientNetV2STF(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50fp16PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch128.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MiniLML12H384Uncased_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_MiniLML12H384Uncased.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MiniLML12H384Uncased_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=none" + "--iree-input-type=stablehlo" "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50fp16PTBatch128(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MiniLML12H384Uncased_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MiniLML12H384Uncased(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-Resnet50fp16PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch256.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertForMaskedLMTF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertForMaskedLMTF.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertForMaskedLMTF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=none" + "--iree-input-type=stablehlo" "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "Resnet50fp16PTBatch256(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertForMaskedLMTF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertForMaskedLMTF(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargefp16PTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargefp16PTBatch16.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTF.timestamp_1683504734.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=none" + "--iree-input-type=stablehlo" "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargefp16PTBatch16(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTF(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargefp16PTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargefp16PTBatch24.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-ClipTextSeqLen64PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_ClipTextSeqLen64PT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_ClipTextSeqLen64PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" "--iree-input-type=none" @@ -4072,15 +2188,15 @@ iree_bytecode_module( "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargefp16PTBatch24(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_ClipTextSeqLen64PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "ClipTextSeqLen64PT(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargefp16PTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargefp16PTBatch32.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Unet2dPT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Unet2dPT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Unet2dPT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" "--iree-input-type=none" @@ -4088,15 +2204,15 @@ iree_bytecode_module( "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargefp16PTBatch32(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Unet2dPT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Unet2dPT(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BertLargefp16PTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargefp16PTBatch48.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-EfficientNetB7PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetB7PT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetB7PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" "--iree-input-type=none" @@ -4104,207 +2220,221 @@ iree_bytecode_module( "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BertLargefp16PTBatch48(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetB7PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "EfficientNetB7PT(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH1.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargefp16PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargefp16PTBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargefp16PTBatch1(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH16.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-EfficientNetV2Sfp16PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2Sfp16PT.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2Sfp16PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH16(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNetV2Sfp16PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "EfficientNetV2Sfp16PT(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH24.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_3456x1024x2048_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_3456x1024x2048_f16t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_3456x1024x2048_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH24(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_3456x1024x2048_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_3456x1024x2048_f16t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH32.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_3456x1024x2048_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_3456x1024x2048_f32t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_3456x1024x2048_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH32(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_3456x1024x2048_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_3456x1024x2048_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH48.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_2560x2560x2560_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_2560x2560x2560_f16t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2560x2560x2560_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH48(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2560x2560x2560_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_2560x2560x2560_f16t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH1.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_2560x2560x2560_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_2560x2560x2560_f32t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2560x2560x2560_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2560x2560x2560_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_2560x2560x2560_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH8.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_2564x2564x2564_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_2564x2564x2564_f32t_f32t_f32t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2564x2564x2564_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH8(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2564x2564x2564_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_2564x2564x2564_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH64.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_2562x2564x2562_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_2562x2564x2562_f32t_f32t_f32t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2562x2564x2562_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH64(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2562x2564x2562_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_2562x2564x2562_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH128.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH128(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH256.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH256(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-T5_LARGE_FP32_JAX_512XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH1.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_128x256x8192_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_128x256x8192_f16t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_128x256x8192_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" + "--iree-flow-split-matmul-reduction=4" + "--iree-codegen-llvmgpu-use-wmma" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "T5_LARGE_FP32_JAX_512XI32_BATCH1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_128x256x8192_f16t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_128x256x8192_f16t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,splitk,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-T5_LARGE_FP32_JAX_512XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH16.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-matmul_128x256x8192_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_matmul_128x256x8192_f32t_tile_config_default.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_matmul_128x256x8192_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" - "--iree-input-type=stablehlo" + "--iree-input-type=none" "--iree-hal-cuda-llvm-target-arch=sm_80" + "--iree-hal-benchmark-dispatch-repeat-count=100" + "--iree-flow-split-matmul-reduction=4" + "--iree-codegen-llvmgpu-use-wmma" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "T5_LARGE_FP32_JAX_512XI32_BATCH16(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_matmul_128x256x8192_f32t_tile_config_default_linalg___cuda-sm_80-linux_gnu-cuda__ukernel_matmul_splitk_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "matmul_128x256x8192_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,splitk,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-T5_LARGE_FP32_JAX_512XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH24.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50TFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" "--iree-input-type=stablehlo" @@ -4312,15 +2442,15 @@ iree_bytecode_module( "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "T5_LARGE_FP32_JAX_512XI32_BATCH24(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50TFBatch1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-T5_LARGE_FP32_JAX_512XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH32.mlirbc" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50TFBatch8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch8.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=cuda" "--iree-input-type=stablehlo" @@ -4328,1207 +2458,1122 @@ iree_bytecode_module( "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "T5_LARGE_FP32_JAX_512XI32_BATCH32(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50TFBatch8(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50TFBatch64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch64.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50TFBatch64(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50TFBatch128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch128.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50TFBatch128(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV1_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV1_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV1_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50TFBatch256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50TFBatch256.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV1_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV1_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50TFBatch256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50TFBatch256(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTFBatch1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch16.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PersonDetect_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTFBatch16(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch24.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "EfficientNet_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTFBatch24(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch32.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTFBatch32(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargeTFBatch48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargeTFBatch48.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv32" - "--iree-llvmcpu-target-abi=ilp32" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "EfficientNet_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargeTFBatch48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargeTFBatch48(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5LargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv32" - "--iree-llvmcpu-target-abi=ilp32" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5LargeTFBatch1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5LargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch16.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv32" - "--iree-llvmcpu-target-abi=ilp32" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PersonDetect_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5LargeTFBatch16(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5LargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch24.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv32" - "--iree-llvmcpu-target-abi=ilp32" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" - "--riscv-v-fixed-length-vector-lmul-max=8" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-format=json" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5LargeTFBatch24(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5LargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5LargeTFBatch32.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5LargeTFBatch32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5LargeTFBatch32(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargePTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargePTBatch1(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargePTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch16.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PoseNet_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargePTBatch16(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargePTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch24.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargePTBatch24(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargePTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch32.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargePTBatch32(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargePTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargePTBatch48.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargePTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargePTBatch48(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50PTBatch1(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch8.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50PTBatch8(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch64.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50PTBatch64(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch128.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PoseNet_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50PTBatch128(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50PTBatch256.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50PTBatch256(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50fp16PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch1_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50fp16PTBatch1(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50fp16PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch8.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch8_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50fp16PTBatch8(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_dotprod_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_dotprod_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50fp16PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch64.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-target-cpu-features=+dotprod" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_dotprod_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,dotprod,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch64_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50fp16PTBatch64(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50fp16PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch128.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch128_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50fp16PTBatch128(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-Resnet50fp16PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_Resnet50fp16PTBatch256.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_Resnet50fp16PTBatch256_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "Resnet50fp16PTBatch256(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargefp16PTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargefp16PTBatch16.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PoseNet_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch16_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargefp16PTBatch16(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargefp16PTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargefp16PTBatch24.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch24_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargefp16PTBatch24(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargefp16PTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargefp16PTBatch32.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch32_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargefp16PTBatch32(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-BertLargefp16PTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BertLargefp16PTBatch48.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=none" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BertLargefp16PTBatch48_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BertLargefp16PTBatch48(linalg) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" + NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" + NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH16.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH16(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" + NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH24.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PoseNet_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH24(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" + NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH32.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH32(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" + NAME "iree-module-BERT_LARGE_JAX_384XI32_BATCH48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_BERT_LARGE_JAX_384XI32_BATCH48.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_BERT_LARGE_JAX_384XI32_BATCH48_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "BERT_LARGE_JAX_384XI32_BATCH48(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" + NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH8.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH8_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH8(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH64.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PoseNet_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH64_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH64(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH128.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH128_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH128(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-RESNET50_FP32_JAX_3X224X224XF32_BATCH256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_RESNET50_FP32_JAX_3X224X224XF32_BATCH256.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_RESNET50_FP32_JAX_3X224X224XF32_BATCH256_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "RESNET50_FP32_JAX_3X224X224XF32_BATCH256(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5_LARGE_FP32_JAX_512XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH1.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH1_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5_LARGE_FP32_JAX_512XI32_BATCH1(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5_LARGE_FP32_JAX_512XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH16.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH16_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5_LARGE_FP32_JAX_512XI32_BATCH16(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5_LARGE_FP32_JAX_512XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH24.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PoseNet_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH24_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5_LARGE_FP32_JAX_512XI32_BATCH24(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-T5_LARGE_FP32_JAX_512XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH32.mlirbc" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-hal-target-backends=cuda" + "--iree-input-type=stablehlo" + "--iree-hal-cuda-llvm-target-arch=sm_80" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_T5_LARGE_FP32_JAX_512XI32_BATCH32_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "T5_LARGE_FP32_JAX_512XI32_BATCH32(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" + "--iree-llvmcpu-target-cpu=generic-rv64" + "--iree-llvmcpu-target-abi=lp64d" + "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" + "--riscv-v-fixed-length-vector-lmul-max=8" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" + "--iree-llvmcpu-target-cpu=generic-rv64" + "--iree-llvmcpu-target-abi=lp64d" + "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" + "--riscv-v-fixed-length-vector-lmul-max=8" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV2_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-demote-f32-to-f16" + "--iree-llvmcpu-target-triple=riscv32-pc-linux-gnu" + "--iree-llvmcpu-target-cpu=generic-rv32" + "--iree-llvmcpu-target-abi=ilp32" + "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+zvl512b,+zve32f" + "--riscv-v-fixed-length-vector-lmul-max=8" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,demote-f32-to-f16,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV2_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "EfficientNet_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PersonDetect_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" + NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-flow-enable-data-tiling" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" + "--iree-llvmcpu-enable-pad-consumer-fusion" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-flow-enable-data-tiling" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" + "--iree-llvmcpu-enable-pad-consumer-fusion" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" FLAGS - "--iree-hal-target-backends=vulkan-spirv" + "--iree-hal-target-backends=llvm-cpu" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" + "--iree-flow-enable-data-tiling" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" + "--iree-llvmcpu-enable-pad-consumer-fusion" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PoseNet_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" + NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" + "--iree-vulkan-target-triple=adreno-unknown-android31" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" + "--iree-vulkan-target-triple=adreno-unknown-android31" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-vulkan-target-triple=adreno-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-vulkan-target-triple=adreno-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-flow-demote-f32-to-f16" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,demote-f32-to-f16,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" + "--iree-vulkan-target-triple=adreno-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" + "--iree-hal-benchmark-dispatch-repeat-count=16" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" + NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "EfficientNet_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PersonDetect_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" + "--iree-flow-demote-f32-to-f16" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,demote-f32-to-f16,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PoseNet_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" "--iree-vulkan-target-triple=valhall-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PoseNet_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" + NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" "--iree-vulkan-target-triple=valhall-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" "--iree-vulkan-target-triple=valhall-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" "--iree-vulkan-target-triple=valhall-unknown-android31" "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" + "--iree-flow-demote-f32-to-f16" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,demote-f32-to-f16,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_/module.vmfb" + NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" @@ -5536,19 +3581,18 @@ iree_bytecode_module( "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" "--iree-stream-partitioning-favor=max-concurrency" "--iree-hal-benchmark-dispatch-repeat-count=32" - "--iree-flow-demote-f32-to-f16" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,demote-f32-to-f16,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" @@ -5559,15 +3603,15 @@ iree_bytecode_module( "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_EfficientNet_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" @@ -5578,15 +3622,15 @@ iree_bytecode_module( "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "EfficientNet_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" PUBLIC ) iree_bytecode_module( - NAME "iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_PersonDetect_int8_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" + NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_" + SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" + MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_/module.vmfb" FLAGS "--iree-hal-target-backends=vulkan-spirv" "--iree-input-type=tosa" @@ -5594,11 +3638,12 @@ iree_bytecode_module( "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" "--iree-stream-partitioning-favor=max-concurrency" "--iree-hal-benchmark-dispatch-repeat-count=32" + "--iree-flow-demote-f32-to-f16" "--iree-vm-emit-polyglot-zip=true" "--iree-llvmcpu-debug-symbols=false" "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "PersonDetect_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" + "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_/scheduling_stats.json" + FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,demote-f32-to-f16,compile-stats]" PUBLIC ) @@ -5678,21 +3723,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileNetV2_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vmvx" - "--iree-input-type=tosa" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV2_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV2_fp32(tflite) [vmvx-generic-vmvx-vmvx][experimental-flags,compile-stats]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" @@ -5710,17 +3740,11 @@ iree_bytecode_module( add_dependencies(iree-benchmark-import-models ${PACKAGE_NAME}_iree-imported-model-DeepLabV3_fp32_tflite_ - ${PACKAGE_NAME}_iree-imported-model-EfficientNet_int8_tflite_ ${PACKAGE_NAME}_iree-imported-model-MobileBertSquad_fp16_tflite_ ${PACKAGE_NAME}_iree-imported-model-MobileBertSquad_fp32_tflite_ - ${PACKAGE_NAME}_iree-imported-model-MobileBertSquad_int8_tflite_ - ${PACKAGE_NAME}_iree-imported-model-MobileNetV1_fp32_tflite_ - ${PACKAGE_NAME}_iree-imported-model-MobileNetV2_fp32_tflite_ ${PACKAGE_NAME}_iree-imported-model-MobileNetV2_int8_tflite_ ${PACKAGE_NAME}_iree-imported-model-MobileNetV3Small_fp32_tflite_ ${PACKAGE_NAME}_iree-imported-model-MobileSSD_fp32_tflite_ - ${PACKAGE_NAME}_iree-imported-model-PersonDetect_int8_tflite_ - ${PACKAGE_NAME}_iree-imported-model-PoseNet_fp32_tflite_ ${PACKAGE_NAME}_model-BertForMaskedLMTF ${PACKAGE_NAME}_model-BertLargeTF ${PACKAGE_NAME}_model-BertLargefp16PTBatch1 @@ -5795,7 +3819,6 @@ add_dependencies(iree-benchmark-import-models-large ) add_dependencies(iree-benchmark-suites-android-cpu - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_ ) @@ -5803,13 +3826,6 @@ add_dependencies(iree-benchmark-suites-android-gpu ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_ @@ -5820,19 +3836,6 @@ add_dependencies(iree-benchmark-suites-android-gpu ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_dotprod_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ @@ -5841,25 +3844,8 @@ add_dependencies(iree-benchmark-suites-android-gpu ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_ ) add_dependencies(iree-benchmark-suites-comp-stats @@ -5875,13 +3861,6 @@ add_dependencies(iree-benchmark-suites-comp-stats ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ @@ -5891,13 +3870,6 @@ add_dependencies(iree-benchmark-suites-comp-stats ${PACKAGE_NAME}_iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ ${PACKAGE_NAME}_iree-module-EfficientNetV2Sfp16PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ @@ -5915,28 +3887,6 @@ add_dependencies(iree-benchmark-suites-comp-stats ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_dotprod_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV1_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV1_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ @@ -5952,33 +3902,8 @@ add_dependencies(iree-benchmark-suites-comp-stats ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_compile-stats_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_compile-stats_ @@ -6138,13 +4063,6 @@ add_dependencies(iree-benchmark-suites-default ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ @@ -6154,13 +4072,6 @@ add_dependencies(iree-benchmark-suites-default ${PACKAGE_NAME}_iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-EfficientNetV2Sfp16PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ @@ -6178,28 +4089,6 @@ add_dependencies(iree-benchmark-suites-default ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_dotprod_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV1_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV1_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ @@ -6215,33 +4104,8 @@ add_dependencies(iree-benchmark-suites-default ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_ @@ -6317,17 +4181,9 @@ add_dependencies(iree-benchmark-suites-large ) add_dependencies(iree-benchmark-suites-riscv - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV1_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ ) add_dependencies(iree-benchmark-suites-vulkan-nvidia @@ -6341,36 +4197,21 @@ add_dependencies(iree-benchmark-suites-x86_64 ${PACKAGE_NAME}_iree-module-BertForMaskedLMTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-BertLargeTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-BertLargeTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-EfficientNetV2SPT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-EfficientNetV2SPT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-EfficientNet_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV1_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV2_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PersonDetect_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-PoseNet_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ) add_dependencies(iree-benchmark-suites-x86_64-large From 38f5f8e383a1cc5336d0b58a0a062f2e7a5bfc60 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Tue, 22 Aug 2023 11:36:18 -0700 Subject: [PATCH 11/14] format --- .../iree/armv8_a_benchmarks.py | 2 +- .../benchmark_suites/iree/vmvx_benchmarks.py | 3 +- .../e2e_test_framework/models/model_groups.py | 30 +++++++++---------- 3 files changed, 18 insertions(+), 17 deletions(-) diff --git a/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py b/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py index 1f25cb0f7b99..bc4d8339018f 100644 --- a/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py @@ -27,7 +27,7 @@ class Android_ARMv8_A_Benchmarks(object): tflite_models.MOBILENET_V3SMALL, ] QUANT_MODELS = [ - #tflite_models.MOBILEBERT_INT8 + # tflite_models.MOBILEBERT_INT8 ] ARMV8_A_CPU_TARGET = iree_definitions.CompileTarget( diff --git a/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py b/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py index ed04a6db7b09..5956ec7ae32c 100644 --- a/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py @@ -41,7 +41,8 @@ def generate( for model in [ # TODO(#14775): Re-enable the benchmarks. # tflite_models.MOBILENET_V2, - tflite_models.MOBILENET_V3SMALL] + tflite_models.MOBILENET_V3SMALL + ] ] default_execution_configs = [ module_execution_configs.get_vmvx_system_scheduling_local_task_config( diff --git a/build_tools/python/e2e_test_framework/models/model_groups.py b/build_tools/python/e2e_test_framework/models/model_groups.py index dbf4658595fe..ec3b010d0028 100644 --- a/build_tools/python/e2e_test_framework/models/model_groups.py +++ b/build_tools/python/e2e_test_framework/models/model_groups.py @@ -22,7 +22,7 @@ # Tiny models. # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.PERSON_DETECT_INT8, threads=[0, 1] + # model=tflite_models.PERSON_DETECT_INT8, threads=[0, 1] # ), common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILENET_V3SMALL, threads=[0, 1] @@ -30,26 +30,26 @@ # Small models. # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.DEEPLABV3_FP32, threads=[1, 8] + # model=tflite_models.DEEPLABV3_FP32, threads=[1, 8] # ), # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.EFFICIENTNET_INT8, threads=[1, 8] + # model=tflite_models.EFFICIENTNET_INT8, threads=[1, 8] # ), # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.MOBILENET_V1, threads=[1, 8] + # model=tflite_models.MOBILENET_V1, threads=[1, 8] # ), # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.MOBILENET_V2, threads=[1, 8] + # model=tflite_models.MOBILENET_V2, threads=[1, 8] # ), common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILENET_V2_INT8, threads=[1, 8] ), # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.MOBILESSD_FP32, threads=[1, 8] + # model=tflite_models.MOBILESSD_FP32, threads=[1, 8] # ), # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.POSENET_FP32, threads=[1, 8] + # model=tflite_models.POSENET_FP32, threads=[1, 8] # ), # Medium models. # TODO: Add 13 threads once we move to new hardware. @@ -61,7 +61,7 @@ ), # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.MOBILEBERT_INT8, threads=[1, 8] + # model=tflite_models.MOBILEBERT_INT8, threads=[1, 8] # ), common_definitions.CpuBenchmarkConfig( model=tf_models.EFFICIENTNET_V2_S_FP32, threads=[1, 8] @@ -90,7 +90,7 @@ # Tiny models. # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.PERSON_DETECT_INT8, threads=[1] + # model=tflite_models.PERSON_DETECT_INT8, threads=[1] # ), common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILENET_V3SMALL, threads=[1] @@ -98,23 +98,23 @@ # Small models. # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.DEEPLABV3_FP32, threads=[8] + # model=tflite_models.DEEPLABV3_FP32, threads=[8] # ), # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.EFFICIENTNET_INT8, threads=[8] + # model=tflite_models.EFFICIENTNET_INT8, threads=[8] # ), # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.MOBILENET_V2, threads=[8] + # model=tflite_models.MOBILENET_V2, threads=[8] # ), common_definitions.CpuBenchmarkConfig( model=tflite_models.MOBILENET_V2_INT8, threads=[8] ), # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.MOBILESSD_FP32, threads=[8] + # model=tflite_models.MOBILESSD_FP32, threads=[8] # ), # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.POSENET_FP32, threads=[8] + # model=tflite_models.POSENET_FP32, threads=[8] # ), # Medium models. common_definitions.CpuBenchmarkConfig( @@ -122,7 +122,7 @@ ), # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( - # model=tflite_models.MOBILEBERT_INT8, threads=[8] + # model=tflite_models.MOBILEBERT_INT8, threads=[8] # ), common_definitions.CpuBenchmarkConfig( model=tf_models.EFFICIENTNET_V2_S_FP32, threads=[8] From ecb7c7ef2ed5c47acdd5717bad1dbeb7befbd72d Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Tue, 22 Aug 2023 12:44:58 -0700 Subject: [PATCH 12/14] disable more benchmarks --- .../iree/adreno_benchmarks.py | 6 +- .../iree/armv8_a_benchmarks.py | 6 +- .../benchmark_suites/iree/mali_benchmarks.py | 10 +- .../benchmark_suites/iree/riscv_benchmarks.py | 2 +- .../benchmark_suites/iree/vmvx_benchmarks.py | 2 +- .../e2e_test_framework/models/model_groups.py | 18 +- .../generated_e2e_test_fetch_models.cmake | 28 - .../generated_e2e_test_iree_artifacts.cmake | 990 ------------------ 8 files changed, 23 insertions(+), 1039 deletions(-) diff --git a/build_tools/python/benchmark_suites/iree/adreno_benchmarks.py b/build_tools/python/benchmark_suites/iree/adreno_benchmarks.py index 9c7b245b44f5..2a3785c9e51d 100644 --- a/build_tools/python/benchmark_suites/iree/adreno_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/adreno_benchmarks.py @@ -49,9 +49,9 @@ def generate( # tflite_models.DEEPLABV3_FP32, # tflite_models.MOBILESSD_FP32, # tflite_models.POSENET_FP32, - tflite_models.MOBILEBERT_FP32, + # tflite_models.MOBILEBERT_FP32, # tflite_models.MOBILENET_V2, - tflite_models.MOBILENET_V3SMALL, + # tflite_models.MOBILENET_V3SMALL, ] default_gen_configs = [ iree_definitions.ModuleGenerationConfig.build( @@ -77,7 +77,7 @@ def generate( # tflite_models.MOBILESSD_FP32, # tflite_models.POSENET_FP32, # tflite_models.MOBILENET_V2, - tflite_models.MOBILENET_V3SMALL, + # tflite_models.MOBILENET_V3SMALL, ] ] diff --git a/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py b/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py index bc4d8339018f..2275f91c5352 100644 --- a/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/armv8_a_benchmarks.py @@ -20,11 +20,11 @@ class Android_ARMv8_A_Benchmarks(object): # TODO(#14775): Re-enable the benchmarks. NONQUANT_MODELS = [ # tflite_models.DEEPLABV3_FP32, - tflite_models.MOBILESSD_FP32, + # tflite_models.MOBILESSD_FP32, # tflite_models.POSENET_FP32, - tflite_models.MOBILEBERT_FP32, + # tflite_models.MOBILEBERT_FP32, # tflite_models.MOBILENET_V2, - tflite_models.MOBILENET_V3SMALL, + # tflite_models.MOBILENET_V3SMALL, ] QUANT_MODELS = [ # tflite_models.MOBILEBERT_INT8 diff --git a/build_tools/python/benchmark_suites/iree/mali_benchmarks.py b/build_tools/python/benchmark_suites/iree/mali_benchmarks.py index 071975365427..edddfaa907a1 100644 --- a/build_tools/python/benchmark_suites/iree/mali_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/mali_benchmarks.py @@ -60,14 +60,16 @@ class Android_Mali_Benchmarks(object): # TODO(#14775): Re-enable the benchmarks. FP32_MODELS = [ - tflite_models.DEEPLABV3_FP32, + # tflite_models.DEEPLABV3_FP32, # tflite_models.MOBILESSD_FP32, # tflite_models.POSENET_FP32, - tflite_models.MOBILEBERT_FP32, + # tflite_models.MOBILEBERT_FP32, # tflite_models.MOBILENET_V2, - tflite_models.MOBILENET_V3SMALL, + # tflite_models.MOBILENET_V3SMALL, + ] + FP16_MODELS = [ + # tflite_models.MOBILEBERT_FP16 ] - FP16_MODELS = [tflite_models.MOBILEBERT_FP16] QUANT_MODELS = [ # tflite_models.MOBILEBERT_INT8, # tflite_models.EFFICIENTNET_INT8, diff --git a/build_tools/python/benchmark_suites/iree/riscv_benchmarks.py b/build_tools/python/benchmark_suites/iree/riscv_benchmarks.py index 2f02c47db3bc..780f1a7a8845 100644 --- a/build_tools/python/benchmark_suites/iree/riscv_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/riscv_benchmarks.py @@ -30,7 +30,7 @@ class Linux_RV64_Benchmarks(object): MODELS = [ # TODO(#14775): Re-enable the benchmarks. # tflite_models.DEEPLABV3_FP32, - tflite_models.MOBILEBERT_FP32, + # tflite_models.MOBILEBERT_FP32, # tflite_models.MOBILENET_V1, # tflite_models.MOBILEBERT_INT8, # tflite_models.PERSON_DETECT_INT8, diff --git a/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py b/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py index 5956ec7ae32c..601fc34fe33c 100644 --- a/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py +++ b/build_tools/python/benchmark_suites/iree/vmvx_benchmarks.py @@ -41,7 +41,7 @@ def generate( for model in [ # TODO(#14775): Re-enable the benchmarks. # tflite_models.MOBILENET_V2, - tflite_models.MOBILENET_V3SMALL + # tflite_models.MOBILENET_V3SMALL ] ] default_execution_configs = [ diff --git a/build_tools/python/e2e_test_framework/models/model_groups.py b/build_tools/python/e2e_test_framework/models/model_groups.py index ec3b010d0028..ea00da7e1fc6 100644 --- a/build_tools/python/e2e_test_framework/models/model_groups.py +++ b/build_tools/python/e2e_test_framework/models/model_groups.py @@ -53,14 +53,14 @@ # ), # Medium models. # TODO: Add 13 threads once we move to new hardware. - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILEBERT_FP16, threads=[1, 8] - ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILEBERT_FP32, threads=[1, 8] - ), # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILEBERT_FP16, threads=[1, 8] + # ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILEBERT_FP32, threads=[1, 8] + # ), + # common_definitions.CpuBenchmarkConfig( # model=tflite_models.MOBILEBERT_INT8, threads=[1, 8] # ), common_definitions.CpuBenchmarkConfig( @@ -117,11 +117,11 @@ # model=tflite_models.POSENET_FP32, threads=[8] # ), # Medium models. - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILEBERT_FP32, threads=[8] - ), # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILEBERT_FP32, threads=[8] + # ), + # common_definitions.CpuBenchmarkConfig( # model=tflite_models.MOBILEBERT_INT8, threads=[8] # ), common_definitions.CpuBenchmarkConfig( diff --git a/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake b/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake index e16f995c4850..0d9be89c95fb 100644 --- a/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake +++ b/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake @@ -12,20 +12,6 @@ iree_fetch_artifact( UNPACK ) -iree_fetch_artifact( - NAME "model-MobileBertSquad_fp16" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobilebertsquad.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_MobileBertSquad_fp16.tflite" - UNPACK -) - -iree_fetch_artifact( - NAME "model-MobileBertSquad_fp32" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobilebert-baseline-tf2-float.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_MobileBertSquad_fp32.tflite" - UNPACK -) - iree_fetch_artifact( NAME "model-EfficientNetV2STF" SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/tensorflow/manual/EfficientNetV2STF_2023-05-07.timestamp_1683504734.mlirbc" @@ -501,17 +487,3 @@ iree_fetch_artifact( OUTPUT "${ROOT_ARTIFACTS_DIR}/model_T5_LARGE_FP32_JAX_512XI32_BATCH32.mlirbc" UNPACK ) - -iree_fetch_artifact( - NAME "model-MobileSSD_fp32" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobile_ssd_v2_float_coco.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_MobileSSD_fp32.tflite" - UNPACK -) - -iree_fetch_artifact( - NAME "model-DeepLabV3_fp32" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/deeplabv3.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_DeepLabV3_fp32.tflite" - UNPACK -) diff --git a/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake b/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake index 6c9ef2093102..888e44942d7e 100644 --- a/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake +++ b/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake @@ -10,30 +10,6 @@ iree_import_tflite_model( OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" ) -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileBertSquad_fp16_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileBertSquad_fp16.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" -) - -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileBertSquad_fp32_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileBertSquad_fp32.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" -) - -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileSSD_fp32_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileSSD_fp32.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" -) - -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-DeepLabV3_fp32_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_DeepLabV3_fp32.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" -) - iree_bytecode_module( NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" @@ -60,32 +36,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2STF.timestamp_1683504734.mlirbc" @@ -194,21 +144,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2STF.timestamp_1683504734.mlirbc" @@ -1207,22 +1142,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" @@ -1255,318 +1174,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-demote-f32-to-f16" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,demote-f32-to-f16]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-flow-demote-f32-to-f16" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,demote-f32-to-f16]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - "--iree-flow-demote-f32-to-f16" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,demote-f32-to-f16]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-ClipTextSeqLen64PT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_" SRC "${ROOT_ARTIFACTS_DIR}/model_ClipTextSeqLen64PT.mlir" @@ -1627,17 +1234,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vmvx" - "--iree-input-type=tosa" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [vmvx-generic-vmvx-vmvx][experimental-flags]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" @@ -1672,40 +1268,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2STF.timestamp_1683504734.mlirbc" @@ -1846,25 +1408,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/model_EfficientNetV2STF.timestamp_1683504734.mlirbc" @@ -3183,26 +2726,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=riscv64-pc-linux-gnu" - "--iree-llvmcpu-target-cpu=generic-rv64" - "--iree-llvmcpu-target-abi=lp64d" - "--iree-llvmcpu-target-cpu-features=+m,+a,+f,+d,+zvl512b,+v" - "--riscv-v-fixed-length-vector-lmul-max=8" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" @@ -3243,410 +2766,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileSSD_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileSSD_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=aarch64-none-linux-android29" - "--iree-flow-enable-data-tiling" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-llvmcpu-enable-pad-consumer-fusion" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,mmt4d,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=adreno-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-hal-benchmark-dispatch-repeat-count=16" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,repeated-kernel,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-demote-f32-to-f16" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,demote-f32-to-f16,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-flow-demote-f32-to-f16" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,demote-f32-to-f16,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_DeepLabV3_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "DeepLabV3_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats]" - PUBLIC -) - -iree_bytecode_module( - NAME "iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileBertSquad_fp16_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vulkan-spirv" - "--iree-input-type=tosa" - "--iree-vulkan-target-triple=valhall-unknown-android31" - "--iree-flow-enable-fuse-padding-into-linalg-consumer-ops" - "--iree-stream-partitioning-favor=max-concurrency" - "--iree-hal-benchmark-dispatch-repeat-count=32" - "--iree-flow-demote-f32-to-f16" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,demote-f32-to-f16,compile-stats]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-ClipTextSeqLen64PT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/model_ClipTextSeqLen64PT.mlir" @@ -3723,28 +2842,9 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=vmvx" - "--iree-input-type=tosa" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [vmvx-generic-vmvx-vmvx][experimental-flags,compile-stats]" - PUBLIC -) - add_dependencies(iree-benchmark-import-models - ${PACKAGE_NAME}_iree-imported-model-DeepLabV3_fp32_tflite_ - ${PACKAGE_NAME}_iree-imported-model-MobileBertSquad_fp16_tflite_ - ${PACKAGE_NAME}_iree-imported-model-MobileBertSquad_fp32_tflite_ ${PACKAGE_NAME}_iree-imported-model-MobileNetV2_int8_tflite_ ${PACKAGE_NAME}_iree-imported-model-MobileNetV3Small_fp32_tflite_ - ${PACKAGE_NAME}_iree-imported-model-MobileSSD_fp32_tflite_ ${PACKAGE_NAME}_model-BertForMaskedLMTF ${PACKAGE_NAME}_model-BertLargeTF ${PACKAGE_NAME}_model-BertLargefp16PTBatch1 @@ -3818,36 +2918,6 @@ add_dependencies(iree-benchmark-import-models-large ${PACKAGE_NAME}_model-T5_LARGE_FP32_JAX_512XI32_BATCH32 ) -add_dependencies(iree-benchmark-suites-android-cpu - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_ -) - -add_dependencies(iree-benchmark-suites-android-gpu - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ -) - add_dependencies(iree-benchmark-suites-comp-stats ${PACKAGE_NAME}_iree-module-BertForMaskedLMTF_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-BertForMaskedLMTF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ @@ -3858,9 +2928,6 @@ add_dependencies(iree-benchmark-suites-comp-stats ${PACKAGE_NAME}_iree-module-ClipTextSeqLen64PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-ClipTextSeqLen64PT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_compile-stats_ ${PACKAGE_NAME}_iree-module-ClipTextSeqLen64PT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ @@ -3873,37 +2940,12 @@ add_dependencies(iree-benchmark-suites-comp-stats ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_compile-stats_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_compile-stats_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_compile-stats_ @@ -4060,9 +3102,6 @@ add_dependencies(iree-benchmark-suites-default ${PACKAGE_NAME}_iree-module-ClipTextSeqLen64PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_ ${PACKAGE_NAME}_iree-module-ClipTextSeqLen64PT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_ ${PACKAGE_NAME}_iree-module-ClipTextSeqLen64PT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-DeepLabV3_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-EfficientNetB7PT_linalg___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ @@ -4075,37 +3114,12 @@ add_dependencies(iree-benchmark-suites-default ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___cuda-sm_80-linux_gnu-cuda__default-flags_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_demote-f32-to-f16_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_demote-f32-to-f16_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_demote-f32-to-f16_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___arm-valhall-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_max-concurrency_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___qualcomm-adreno-vulkan_android31-vulkan_spirv__experimental-flags_fuse-padding_repeated-kernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___vmvx-generic-vmvx-vmvx__experimental-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileSSD_fp32_tflite___armv8.2-a-generic-linux_android29-llvm_cpu__experimental-flags_mmt4d_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_ @@ -4181,7 +3195,6 @@ add_dependencies(iree-benchmark-suites-large ) add_dependencies(iree-benchmark-suites-riscv - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_32-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ ) @@ -4205,9 +3218,6 @@ add_dependencies(iree-benchmark-suites-x86_64 ${PACKAGE_NAME}_iree-module-EfficientNetV2STF_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp16_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileBertSquad_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ From d20a5dc356f2a7f39e683964b9dbc8a8b689aa53 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Tue, 22 Aug 2023 13:20:21 -0700 Subject: [PATCH 13/14] disable mobilenet_v3 on x86 --- .../python/e2e_test_framework/models/model_groups.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/build_tools/python/e2e_test_framework/models/model_groups.py b/build_tools/python/e2e_test_framework/models/model_groups.py index ea00da7e1fc6..6840cc4c1b47 100644 --- a/build_tools/python/e2e_test_framework/models/model_groups.py +++ b/build_tools/python/e2e_test_framework/models/model_groups.py @@ -24,9 +24,9 @@ # common_definitions.CpuBenchmarkConfig( # model=tflite_models.PERSON_DETECT_INT8, threads=[0, 1] # ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILENET_V3SMALL, threads=[0, 1] - ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILENET_V3SMALL, threads=[0, 1] + # ), # Small models. # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( @@ -92,9 +92,9 @@ # common_definitions.CpuBenchmarkConfig( # model=tflite_models.PERSON_DETECT_INT8, threads=[1] # ), - common_definitions.CpuBenchmarkConfig( - model=tflite_models.MOBILENET_V3SMALL, threads=[1] - ), + # common_definitions.CpuBenchmarkConfig( + # model=tflite_models.MOBILENET_V3SMALL, threads=[1] + # ), # Small models. # TODO(#14775): Re-enable the benchmarks. # common_definitions.CpuBenchmarkConfig( From fcdcc04e2b022094613dca024cda7ffe4fa8c630 Mon Sep 17 00:00:00 2001 From: Hanhan Wang Date: Tue, 22 Aug 2023 13:21:30 -0700 Subject: [PATCH 14/14] run generate_cmake script --- .../generated_e2e_test_fetch_models.cmake | 7 -- .../generated_e2e_test_iree_artifacts.cmake | 77 ------------------- 2 files changed, 84 deletions(-) diff --git a/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake b/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake index 0d9be89c95fb..a511c91510be 100644 --- a/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake +++ b/tests/e2e/test_artifacts/generated_e2e_test_fetch_models.cmake @@ -1,10 +1,3 @@ -iree_fetch_artifact( - NAME "model-MobileNetV3Small_fp32" - SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/MobileNetV3SmallStaticBatch.tflite" - OUTPUT "${ROOT_ARTIFACTS_DIR}/model_MobileNetV3Small_fp32.tflite" - UNPACK -) - iree_fetch_artifact( NAME "model-MobileNetV2_int8" SOURCE_URL "https://storage.googleapis.com/iree-model-artifacts/mobilenet_v2_1.0_224_quantized.tflite" diff --git a/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake b/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake index 888e44942d7e..5226a700efd7 100644 --- a/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake +++ b/tests/e2e/test_artifacts/generated_e2e_test_iree_artifacts.cmake @@ -1,28 +1,9 @@ -iree_import_tflite_model( - TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileNetV3Small_fp32_tflite_" - SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileNetV3Small_fp32.tflite" - OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" -) - iree_import_tflite_model( TARGET_NAME "${PACKAGE_NAME}_iree-imported-model-MobileNetV2_int8_tflite_" SOURCE "${ROOT_ARTIFACTS_DIR}/model_MobileNetV2_int8.0_224_quantized.tflite" OUTPUT_MLIR_FILE "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" ) -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" @@ -114,21 +95,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" @@ -1234,23 +1200,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,compile-stats]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" @@ -1370,25 +1319,6 @@ iree_bytecode_module( PUBLIC ) -iree_bytecode_module( - NAME "iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" - SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV3Small_fp32_tflite_.mlir" - MODULE_FILE_NAME "${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/module.vmfb" - FLAGS - "--iree-hal-target-backends=llvm-cpu" - "--iree-input-type=tosa" - "--iree-llvmcpu-target-triple=x86_64-unknown-linux-gnu" - "--iree-llvmcpu-target-cpu=cascadelake" - "--iree-flow-enable-data-tiling" - "--iree-llvmcpu-enable-microkernels" - "--iree-vm-emit-polyglot-zip=true" - "--iree-llvmcpu-debug-symbols=false" - "--iree-scheduling-dump-statistics-format=json" - "--iree-scheduling-dump-statistics-file=${ROOT_ARTIFACTS_DIR}/iree_module_MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_/scheduling_stats.json" - FRIENDLY_NAME "MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,data-tiling,ukernel,compile-stats]" - PUBLIC -) - iree_bytecode_module( NAME "iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_" SRC "${ROOT_ARTIFACTS_DIR}/iree_MobileNetV2_int8_tflite_.mlir" @@ -2844,7 +2774,6 @@ iree_bytecode_module( add_dependencies(iree-benchmark-import-models ${PACKAGE_NAME}_iree-imported-model-MobileNetV2_int8_tflite_ - ${PACKAGE_NAME}_iree-imported-model-MobileNetV3Small_fp32_tflite_ ${PACKAGE_NAME}_model-BertForMaskedLMTF ${PACKAGE_NAME}_model-BertLargeTF ${PACKAGE_NAME}_model-BertLargefp16PTBatch1 @@ -2944,8 +2873,6 @@ add_dependencies(iree-benchmark-suites-comp-stats ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_compile-stats_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_compile-stats_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_compile-stats_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_compile-stats_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_compile-stats_ @@ -3118,8 +3045,6 @@ add_dependencies(iree-benchmark-suites-default ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___riscv_64-generic-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___cuda-sm_80-linux_gnu-cuda__default-flags_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-ampere-vulkan_linux-vulkan_spirv__experimental-flags_tensorcore_ ${PACKAGE_NAME}_iree-module-Unet2dPT_linalg___nvidia-pascal-vulkan_linux-vulkan_spirv__experimental-flags_simt_ @@ -3220,8 +3145,6 @@ add_dependencies(iree-benchmark-suites-x86_64 ${PACKAGE_NAME}_iree-module-MiniLML12H384Uncased_stablehlo___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ ${PACKAGE_NAME}_iree-module-MobileNetV2_int8_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__default-flags_ - ${PACKAGE_NAME}_iree-module-MobileNetV3Small_fp32_tflite___x86_64-cascadelake-linux_gnu-llvm_cpu__experimental-flags_data-tiling_ukernel_ ) add_dependencies(iree-benchmark-suites-x86_64-large