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Arm backend: Add real implementation for TOSA dialect ops. (#19936) #26441

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Job	Run time
changes	9s
Get changed files / get-changed-files	3s
CI run decision / decide	30s
test-arm-backend-zephyr (zephyr/samples/hello-executorch/README.md, ethos-u85) / linux-job	14m 0s
test-arm-backend-zephyr (zephyr/samples/hello-executorch/README.md, ethos-u55) / linux-job	13m 53s
test-arm-backend-zephyr (zephyr/samples/hello-executorch/README.md, cortex-m55) / linux-job	14m 25s
test-arm-backend-zephyr (zephyr/samples/mv2-ethosu/README.md, ethos-u85) / linux-job	14m 47s
test-demo-backend-delegation (buck2) / linux-job	9m 18s
test-demo-backend-delegation (cmake) / linux-job	8m 30s
test-arm-backend-zephyr (zephyr/samples/mv2-ethosu/README.md, ethos-u55) / linux-job	14m 50s
test-arm-backend-ethos-u (test_pytest_models_ethos_u55) / linux-job	30m 41s
test-arm-backend-ethos-u (test_run_ethos_u55) / linux-job	23m 16s
test-arm-backend-ethos-u (test_pytest_models_ethos_u85) / linux-job	34m 11s
test-arm-backend-ethos-u (test_ootb_tests_tosa) / linux-job	11m 3s
test-arm-backend-ethos-u (test_run_ethos_u85) / linux-job	24m 16s
test-arm-backend-ethos-u (test_pytest_ops_ethos_u85) / linux-job	1h 10m 42s
test-arm-backend-ethos-u (test_pytest_ops_ethos_u55) / linux-job	59m 15s
test-arm-backend-ethos-u (test_deit_e2e_ethos_u) / linux-job	20m 7s
test-arm-backend-ethos-u (test_model_smollm2_135M_ethos_u85) / linux-job	37m 56s
test-arm-backend-ethos-u (test_ootb_tests_ethos_u) / linux-job	12m 54s
test-arm-backend-ethos-u (test_memory_allocation) / linux-job	12m 24s
test-arm-backend-ethos-u (test_smaller_stories_llama_tosa) / linux-job	26m 22s
test-models-linux-aarch64 (qwen2_5_1_5b, portable, linux.arm64.2xlarge) / linux-job	14m 19s
test-models-linux-aarch64 (ic4, portable, linux.arm64.2xlarge) / linux-job	58m 3s
test-models-linux-aarch64 (emformer_join, portable, linux.arm64.2xlarge) / linux-job	45m 44s
test-models-linux-aarch64 (resnet50, portable, linux.arm64.2xlarge) / linux-job	33m 42s
test-models-linux-aarch64 (ic3, portable, linux.arm64.2xlarge) / linux-job	22m 55s
test-models-linux-aarch64 (ic4, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	13m 26s
test-models-linux-aarch64 (emformer_transcribe, xnnpack-quantization-delegation, linux.arm64.2xla... / linux-job	19m 17s
test-models-linux-aarch64 (emformer_transcribe, portable, linux.arm64.2xlarge) / linux-job	12m 47s
test-qnn-optimum-model (fp32, mobilevit_v1) / linux-job	14m 10s
test-qnn-optimum-model (fp32, focalnet) / linux-job	13m 39s
test-models-linux-aarch64 (add, portable, linux.arm64.2xlarge) / linux-job	11m 27s
test-qnn-optimum-model (fp32, cvt) / linux-job	14m 30s
test-qnn-optimum-model (fp32, swin) / linux-job	15m 17s
test-qnn-optimum-model (fp32, pvt) / linux-job	13m 50s
test-qnn-optimum-model (fp32, mobilevit_v2) / linux-job	14m 5s
test-models-linux-aarch64 (mv2, portable, linux.arm64.2xlarge) / linux-job	12m 41s
test-models-linux-aarch64 (vit, portable, linux.arm64.2xlarge) / linux-job	18m 52s
test-models-linux-aarch64 (add_mul, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	11m 35s
test-qnn-optimum-model (fp32, albert) / linux-job	13m 56s
test-qnn-optimum-model (fp32, dit) / linux-job	13m 51s
test-models-linux-aarch64 (resnet18, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	11m 44s
test-qnn-optimum-model (fp32, efficientnet) / linux-job	13m 55s
test-qnn-optimum-model (fp32, distilbert) / linux-job	13m 33s
test-models-linux-aarch64 (add, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	11m 43s
test-models-linux-aarch64 (vit, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	12m 58s
test-qnn-optimum-model (fp32, bert) / linux-job	13m 52s
test-qnn-optimum-model (fp32, roberta) / linux-job	14m 53s
test-huggingface-transformers-xnnpack (qwen3-0.6b\|xnnpack\|--quantize) / linux-job	21m 10s
test-huggingface-transformers-xnnpack (llama3.2-1b\|xnnpack\|--quantize) / linux-job	18m 0s
test-models-linux-aarch64 (resnet50, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	12m 16s
test-models-linux-aarch64 (resnet18, portable, linux.arm64.2xlarge) / linux-job	17m 28s
test-huggingface-transformers-xnnpack (gemma3-1b\|xnnpack\|--quantize) / linux-job	22m 59s
test-models-linux-aarch64 (w2l, portable, linux.arm64.2xlarge) / linux-job	13m 25s
test-huggingface-transformers-xnnpack (smollm3-3b\|xnnpack\|--quantize) / linux-job	28m 38s
test-models-linux-aarch64 (linear, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	11m 39s
test-models-linux-aarch64 (phi_4_mini, portable, linux.arm64.m7g.4xlarge) / linux-job	55m 4s
test-huggingface-transformers-xnnpack (smollm2-135m\|xnnpack\|--quantize) / linux-job	19m 42s
test-huggingface-transformers-xnnpack (qwen3-1.7b\|xnnpack\|--quantize) / linux-job	23m 58s
test-models-linux-aarch64 (w2l, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	11m 38s
test-arm-backend-vkml (test_smaller_stories_llama_vkml) / linux-job	26m 43s
test-models-linux-aarch64 (mobilebert, portable, linux.arm64.2xlarge) / linux-job	13m 38s
test-models-linux-aarch64 (emformer_join, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	11m 28s
test-models-linux-aarch64 (mobilebert, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	14m 55s
test-models-linux-aarch64 (mv3, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	12m 28s
test-models-linux-aarch64 (lstm, portable, linux.arm64.2xlarge) / linux-job	11m 36s
test-arm-backend-vkml (test_pytest_models_vkml) / linux-job	31m 36s
test-models-linux-aarch64 (mul, portable, linux.arm64.2xlarge) / linux-job	11m 18s
test-models-linux-aarch64 (ic3, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	12m 43s
test-arm-backend-vkml (test_ootb_tests_vgf) / linux-job	13m 1s
test-models-linux-aarch64 (linear, portable, linux.arm64.2xlarge) / linux-job	11m 15s
test-arm-backend-vkml (test_pytest_ops_vkml) / linux-job	1h 14m 2s
test-models-linux-aarch64 (mv3, portable, linux.arm64.2xlarge) / linux-job	11m 54s
test-models-linux-aarch64 (add_mul, portable, linux.arm64.2xlarge) / linux-job	11m 5s
test-models-linux-aarch64 (softmax, portable, linux.arm64.2xlarge) / linux-job	11m 23s
test-llama-runner-qnn-linux (fp32, qnn_16a16w, qnn) / linux-job	32m 1s
test-models-linux-aarch64 (llama3_2_vision_encoder, portable, linux.arm64.2xlarge) / linux-job	40m 1s
test-llama-runner-qnn-linux (fp32, qnn_8a8w, qnn) / linux-job	32m 56s
test-models-linux-aarch64 (mv2, xnnpack-quantization-delegation, linux.arm64.2xlarge) / linux-job	12m 13s
test-qnn-model (fp32, ic3) / linux-job	13m 56s
test-qnn-model (fp32, conv_former) / linux-job	14m 52s
test-qnn-model (fp32, mv3) / linux-job	13m 13s
test-qnn-model (fp32, w2l) / linux-job	13m 59s
test-qnn-model (fp32, vit) / linux-job	13m 46s
test-qnn-model (fp32, ic4) / linux-job	13m 57s
test-qnn-model (fp32, mb) / linux-job	33m 11s
test-qnn-model (fp32, mv2) / linux-job	13m 5s
unittest-release / macos / macos-job	30m 40s
unittest-release / linux / linux-job	1h 2m 53s
unittest-release / windows / windows-job	1h 15m 20s
test-torchao-huggingface-checkpoints (lfm2_5_1_2b, linux.2xlarge, executorch-ubuntu-22.04-clang12... / linux-job	17m 42s
test-torchao-huggingface-checkpoints (qwen3_4b, linux.2xlarge, executorch-ubuntu-22.04-clang12, x... / linux-job	28m 17s
test-torchao-huggingface-checkpoints (phi_4_mini, linux.2xlarge, executorch-ubuntu-22.04-clang12,... / linux-job	24m 56s
test-torchao-huggingface-checkpoints (lfm2_5_1_2b, linux.arm64.2xlarge, executorch-ubuntu-22.04-g... / linux-job	13m 56s
test-torchao-huggingface-checkpoints (phi_4_mini, linux.arm64.2xlarge, executorch-ubuntu-22.04-gc... / linux-job	16m 56s
test-llama-runner-linux (bf16, portable, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / linux-job	14m 6s
test-torchao-huggingface-checkpoints (qwen3_4b, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc1... / linux-job	18m 3s
test-qnn-model (fp32, dl3) / linux-job	13m 47s
test-llama-runner-linux (fp32, xnnpack+custom, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11... / linux-job	19m 57s
test-llama-runner-linux (fp32, portable, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / linux-job	13m 59s
test-llama-runner-linux (fp32, portable, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	11m 9s
test-llama-runner-linux (bf16, custom, linux.arm64.2xlarge, executorch-ubuntu-22.04-gcc11-aarch64) / linux-job	13m 53s
test-llama-runner-linux (fp32, xnnpack+custom, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	14m 13s
test-llama-runner-linux (bf16, portable, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job	12m 3s
test-cortex-m-ops / run (cortex-m0plus) / cortex-m-ops-cortex-m0plus	27m 31s
test-cortex-m-ops / run (cortex-m7) / cortex-m-ops-cortex-m7	27m 35s
test-cortex-m-e2e / run (mv2, cortex-m7) / mv2-cortex-m7	15m 22s
test-cortex-m-e2e / run (mv2, cortex-m55) / mv2-cortex-m55	15m 2s
test-cortex-m-e2e / run (mv2, cortex-m0plus) / mv2-cortex-m0plus	15m 19s
test-cortex-m-e2e / run (mv3, cortex-m7) / mv3-cortex-m7	15m 7s
test-cortex-m-e2e / run (mv3, cortex-m0plus) / mv3-cortex-m0plus	15m 14s
test-cortex-m-e2e / run (mv3, cortex-m55) / mv3-cortex-m55	15m 35s
test-static-llama-qnn-eval-linux	0s
test-llama-torchao-lowbit / macos-job	12m 6s
test-coreml-delegate / macos-job	16m 58s
test-static-llama-ane / macos-job	10m 38s
test-llama-runner-mac (fp32, coreml) / macos-job	11m 22s
test-llama-runner-mac (fp32, mps) / macos-job	9m 15s
test-llama-runner-mac (fp32, xnnpack+custom+quantize_kv) / macos-job	11m 40s
test-selective-build-macos (cmake) / macos-job	11m 9s
test-custom-ops-macos (cmake) / macos-job	7m 10s
test-models-macos-cpu (llama2, xnnpack-quantization-delegation) / macos-job	7m 18s
test-models-macos-cpu (emformer_join, xnnpack-quantization-delegation) / macos-job	8m 1s
test-multimodal-macos (gemma3-4b) / macos-job	29m 34s
test-models-macos-cpu (efficient_sam, portable) / macos-job	21m 1s
test-models-macos-cpu (mv3, xnnpack-quantization-delegation) / macos-job	8m 7s
test-models-macos-cpu (resnet50, xnnpack-quantization-delegation) / macos-job	8m 14s
test-models-macos-cpu (llama, portable) / macos-job	9m 0s
test-models-macos-cpu (w2l, xnnpack-quantization-delegation) / macos-job	7m 22s
test-models-macos-cpu (mobilebert, xnnpack-quantization-delegation) / macos-job	9m 13s
test-models-macos-cpu (ic4, xnnpack-quantization-delegation) / macos-job	8m 27s
test-models-macos-cpu (vit, xnnpack-quantization-delegation) / macos-job	8m 31s
test-models-macos-cpu (llama3_2_vision_encoder, portable) / macos-job	17m 55s
llm-server / linux / linux-job	5m 23s
test-models-macos-cpu (mv3, portable) / macos-job	8m 20s
test-huggingface-transformers-macos (bert\|coreml_fp32_gpu\|--quantize) / macos-job	10m 12s
test-huggingface-transformers-macos (smollm2-135m\|coreml_fp32_gpu\|--quantize) / macos-job	10m 34s
test-models-macos-coreml (vit) / macos-job	7m 47s
test-huggingface-transformers-macos (distilbert\|coreml_fp32_gpu\|--quantize) / macos-job	9m 48s
test-huggingface-transformers-macos (llama3.2-1b\|coreml_fp32_gpu\|--quantize) / macos-job	11m 17s
test-models-macos-coreml (w2l) / macos-job	8m 17s
test-huggingface-transformers-macos (qwen3-0.6b\|coreml_fp32_gpu\|--quantize) / macos-job	12m 4s
test-models-macos-mps / macos-job	8m 41s
test-huggingface-transformers-macos (olmo-1b\|coreml_fp32_gpu\|--quantize) / macos-job	11m 32s
test-models-macos-coreml (dl3) / macos-job	8m 28s
test-models-macos-coreml (emformer_transcribe) / macos-job	7m 29s
test-models-macos-coreml (efficient_sam) / macos-job	8m 59s
test-models-macos-coreml (ic3) / macos-job	8m 37s
test-models-macos-coreml (mobilebert) / macos-job	9m 1s
test-models-macos-coreml (mv3) / macos-job	8m 16s
test-models-macos-coreml (mv2) / macos-job	8m 30s
test-models-macos-coreml (resnet50) / macos-job	8m 27s
test-models-macos-coreml (emformer_join) / macos-job	8m 17s
test-models-macos-coreml (ic4) / macos-job	8m 40s
test-models-windows (emformer_transcribe, xnnpack-q8) / windows-job	30m 48s
test-models-windows (resnet50, portable) / windows-job	25m 23s
test-models-windows (mobilebert, portable) / windows-job	26m 45s
test-models-macos-coreml (edsr) / macos-job	8m 58s
test-models-windows (emformer_transcribe, portable) / windows-job	29m 32s
test-models-windows (vit, portable) / windows-job	25m 34s
test-models-windows (mv3, portable) / windows-job	25m 9s
test-models-windows (vit, xnnpack-q8) / windows-job	27m 51s
test-models-windows (mv3, xnnpack-q8) / windows-job	28m 2s
test-models-windows (mobilebert, xnnpack-q8) / windows-job	31m 22s
test-models-windows (resnet50, xnnpack-q8) / windows-job	27m 17s
	2d 1h 33m 24s

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Arm backend: Add real implementation for TOSA dialect ops. (#19936) #26441

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Arm backend: Add real implementation for TOSA dialect ops. (#19936) #26441

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