diff --git a/nncf/common/hardware/configs/cpu.json b/nncf/common/hardware/configs/cpu.json index 649ade47c77..18d019fdbee 100644 --- a/nncf/common/hardware/configs/cpu.json +++ b/nncf/common/hardware/configs/cpu.json @@ -39,6 +39,14 @@ "granularity": ["perchannel", "pertensor"], "narrow_range": true }, + "q8_w_sym_any_nr": { + "bits": 8, + "mode": "symmetric", + "level_low": -128, + "level_high": 127, + "granularity": ["perchannel", "pertensor"], + "narrow_range": [true, false] + }, "q8_w_asym": { "bits": 8, "mode": "asymmetric", @@ -293,7 +301,7 @@ { "type": "Embedding", "quantization": { - "weights": ["q8_w_sym", "q8_w_asym", "q8_a", "q8_a_sym", "q8_a_ch"] + "weights": ["q8_w_sym_any_nr", "q8_w_asym"] } }, {"type": "EmbeddingBag"} diff --git a/nncf/common/hardware/configs/npu.json b/nncf/common/hardware/configs/npu.json index 0835af5348e..6c13e29e82b 100644 --- a/nncf/common/hardware/configs/npu.json +++ b/nncf/common/hardware/configs/npu.json @@ -39,6 +39,14 @@ "granularity": ["perchannel", "pertensor"], "narrow_range": true }, + "q8_w_sym_any_nr": { + "bits": 8, + "mode": "symmetric", + "level_low": -128, + "level_high": 127, + "granularity": ["perchannel", "pertensor"], + "narrow_range": [true, false] + }, "q8_w_asym": { "bits": 8, "mode": "asymmetric", @@ -392,7 +400,7 @@ "type": "Embedding", "quantization": { "weights": [ - "q8_w_sym", "q8_w_asym", "q8_a", "q8_a_sym", "q8_a_ch" + "q8_w_sym_any_nr", "q8_w_asym" ] } }, diff --git a/nncf/common/quantization/structs.py b/nncf/common/quantization/structs.py index fd94cc0184a..494b75b16cb 100644 --- a/nncf/common/quantization/structs.py +++ b/nncf/common/quantization/structs.py @@ -58,6 +58,8 @@ def __init__( None if the signed/unsigned attribute should be determined based on the incoming activation statistics during range initialization. :param per_channel: True for per-channel quantization, False for per-tensor. + :param narrow_range: True if the range of quantized values should be narrowed as compared to the + naive case, False if all 2^`num_bits` quantizations should be used. """ self.num_bits = num_bits self.mode = mode diff --git a/tests/cross_fw/test_templates/fq_params/fq_params.json b/tests/cross_fw/test_templates/fq_params/fq_params.json index 24d37ae7c3c..204207cde57 100644 --- a/tests/cross_fw/test_templates/fq_params/fq_params.json +++ b/tests/cross_fw/test_templates/fq_params/fq_params.json @@ -1,30 +1,9 @@ { - "weights_symmetric_sign_True_per_ch_False_narrow_range_True_hf_range_True": { - "levels": 255, - "input_low": -1.994419813156128, - "input_high": 1.994419813156128, - "output_low": -1.994419813156128, - "output_high": 1.994419813156128 - }, - "weights_symmetric_sign_True_per_ch_False_narrow_range_True_hf_range_False": { - "levels": 255, - "input_low": -0.997209906578064, - "input_high": 0.997209906578064, - "output_low": -0.997209906578064, - "output_high": 0.997209906578064 - }, "weights_symmetric_sign_True_per_ch_False_narrow_range_False_hf_range_True": { "levels": 256, "input_low": -2.0340540409088135, - "input_high": 2.0022718596646167, - "output_low": -2.0340540409088135, - "output_high": 2.0022718596646167 - }, - "weights_symmetric_sign_None_per_ch_False_narrow_range_False_hf_range_True": { - "levels": 256, - "input_low": -2.002271890640259, "input_high": 2.002271890640259, - "output_low": -2.002271890640259, + "output_low": -2.0340540409088135, "output_high": 2.002271890640259 }, "weights_symmetric_sign_True_per_ch_False_narrow_range_False_hf_range_False": { @@ -263,14 +242,14 @@ ] ] }, - "weights_symmetric_sign_None_per_ch_False_narrow_range_True_hf_range_True": { + "weights_symmetric_sign_True_per_ch_False_narrow_range_True_hf_range_True": { "levels": 255, "input_low": -1.994419813156128, "input_high": 1.994419813156128, "output_low": -1.994419813156128, "output_high": 1.994419813156128 }, - "weights_symmetric_sign_None_per_ch_False_narrow_range_True_hf_range_False": { + "weights_symmetric_sign_True_per_ch_False_narrow_range_True_hf_range_False": { "levels": 255, "input_low": -0.997209906578064, "input_high": 0.997209906578064, diff --git a/tests/onnx/data/reference_scales/embedding_model_performance.json b/tests/onnx/data/reference_scales/embedding_model_performance.json index f6b304ace82..d8b07fb14c6 100644 --- a/tests/onnx/data/reference_scales/embedding_model_performance.json +++ b/tests/onnx/data/reference_scales/embedding_model_performance.json @@ -1,7 +1,7 @@ { "QuantizeLinear_Identity_Y_1": { - "scale": 0.007821254432201385, - "zero_point": -1 + "scale": 0.007852046750485897, + "zero_point": 0 }, "QuantizeLinear_W_1": { "scale": [ diff --git a/tests/openvino/native/data/2024.1/reference_scales/UnifiedEmbeddingModel_performance.json b/tests/openvino/native/data/2024.1/reference_scales/UnifiedEmbeddingModel_performance.json index 3d9baf8627e..2fe0a1d4ff4 100644 --- a/tests/openvino/native/data/2024.1/reference_scales/UnifiedEmbeddingModel_performance.json +++ b/tests/openvino/native/data/2024.1/reference_scales/UnifiedEmbeddingModel_performance.json @@ -22,9 +22,9 @@ ] }, "MatMul_1/fq_output_0": { - "input_low": 0.0, + "input_low": -0.9424352049827576, "input_high": 0.9350724220275879, - "output_low": 0.0, + "output_low": -0.9424352049827576, "output_high": 0.9350724220275879 }, "MatMul_1/fq_weights_1": { @@ -152,9 +152,9 @@ "output_high": 0.6369616985321045 }, "Gather_1/fq_weights_0": { - "input_low": 0.0, + "input_low": -0.9424352049827576, "input_high": 0.9350724220275879, - "output_low": 0.0, + "output_low": -0.9424352049827576, "output_high": 0.9350724220275879 } } \ No newline at end of file diff --git a/tests/torch/data/reference_graphs/quantized/autoq/inception_v3_device_NPU__eval_subset_ratio_0.4__with_ignored_scopes.dot b/tests/torch/data/reference_graphs/quantized/autoq/inception_v3_device_NPU__eval_subset_ratio_0.4__with_ignored_scopes.dot index 64b45eeeaad..714a9175b2e 100644 --- a/tests/torch/data/reference_graphs/quantized/autoq/inception_v3_device_NPU__eval_subset_ratio_0.4__with_ignored_scopes.dot +++ b/tests/torch/data/reference_graphs/quantized/autoq/inception_v3_device_NPU__eval_subset_ratio_0.4__with_ignored_scopes.dot @@ -1,541 +1,541 @@ strict digraph { "0 /nncf_model_input_0" [id=0, label="nncf_model_input_#0", style=filled, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [color=red, id=1, label="AFQ_[B:4 M:S SGN:S PC:N]_#1_G0", style=filled, type=symmetric_quantize]; -"2 Inception3/BasicConv2d[Conv2d_1a_3x3]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=2, label="WFQ_[B:4 M:S SGN:S PC:Y]_#2_G0", style=filled, type=symmetric_quantize]; +"1 SymmetricQuantizer/symmetric_quantize_0" [color=red, id=1, label="AFQ_[B:4 M:S SGN:S PC:N NR:N]_#1_G0", style=filled, type=symmetric_quantize]; +"2 Inception3/BasicConv2d[Conv2d_1a_3x3]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=2, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#2_G0", style=filled, type=symmetric_quantize]; "3 Inception3/BasicConv2d[Conv2d_1a_3x3]/NNCFConv2d[conv]/conv2d_0" [color=lightblue, id=3, label="conv2d_k3x3_#3", style=filled, type=conv2d]; "4 Inception3/BasicConv2d[Conv2d_1a_3x3]/NNCFBatchNorm2d[bn]/batch_norm_0" [id=4, label="batch_norm_#4", style=filled, type=batch_norm]; "5 Inception3/BasicConv2d[Conv2d_1a_3x3]/relu__0" [id=5, label="relu__#5", style=filled, type=relu_]; -"6 Inception3/BasicConv2d[Conv2d_1a_3x3]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=6, label="AFQ_[B:8 M:S SGN:U PC:N]_#6_G1", style=filled, type=symmetric_quantize]; +"6 Inception3/BasicConv2d[Conv2d_1a_3x3]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=6, label="AFQ_[B:8 M:S SGN:U PC:N NR:N]_#6_G1", style=filled, type=symmetric_quantize]; "7 Inception3/BasicConv2d[Conv2d_2a_3x3]/NNCFConv2d[conv]/conv2d_0" [color=lightblue, id=7, label="conv2d_k3x3_#7", style=filled, type=conv2d]; "8 Inception3/BasicConv2d[Conv2d_2a_3x3]/NNCFBatchNorm2d[bn]/batch_norm_0" [id=8, label="batch_norm_#8", style=filled, type=batch_norm]; "9 Inception3/BasicConv2d[Conv2d_2a_3x3]/relu__0" [id=9, label="relu__#9", style=filled, type=relu_]; -"10 Inception3/BasicConv2d[Conv2d_2a_3x3]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=10, label="AFQ_[B:8 M:S SGN:U PC:N]_#10_G2", style=filled, type=symmetric_quantize]; -"11 Inception3/BasicConv2d[Conv2d_2b_3x3]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=green, id=11, label="WFQ_[B:8 M:S SGN:S PC:Y]_#11_G2", style=filled, type=symmetric_quantize]; +"10 Inception3/BasicConv2d[Conv2d_2a_3x3]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=10, label="AFQ_[B:8 M:S SGN:U PC:N NR:N]_#10_G2", style=filled, type=symmetric_quantize]; +"11 Inception3/BasicConv2d[Conv2d_2b_3x3]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=green, id=11, label="WFQ_[B:8 M:S SGN:S PC:Y NR:N]_#11_G2", style=filled, type=symmetric_quantize]; "12 Inception3/BasicConv2d[Conv2d_2b_3x3]/NNCFConv2d[conv]/conv2d_0" [color=lightblue, id=12, label="conv2d_k3x3_PAD_#12", style=filled, type=conv2d]; "13 Inception3/BasicConv2d[Conv2d_2b_3x3]/NNCFBatchNorm2d[bn]/batch_norm_0" [id=13, label="batch_norm_#13", style=filled, type=batch_norm]; "14 Inception3/BasicConv2d[Conv2d_2b_3x3]/relu__0" [id=14, label="relu__#14", style=filled, type=relu_]; -"15 Inception3/BasicConv2d[Conv2d_2b_3x3]/SymmetricQuantizer/symmetric_quantize_0" [color=red, id=15, label="AFQ_[B:4 M:S SGN:U PC:N]_#15_G3", style=filled, type=symmetric_quantize]; +"15 Inception3/BasicConv2d[Conv2d_2b_3x3]/SymmetricQuantizer/symmetric_quantize_0" [color=red, id=15, label="AFQ_[B:4 M:S SGN:U PC:N NR:N]_#15_G3", style=filled, type=symmetric_quantize]; "16 Inception3/max_pool2d_0" [id=16, label="max_pool2d_#16", style=filled, type=max_pool2d]; -"17 Inception3/BasicConv2d[Conv2d_3b_1x1]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=17, label="WFQ_[B:4 M:S SGN:S PC:Y]_#17_G3", style=filled, type=symmetric_quantize]; +"17 Inception3/BasicConv2d[Conv2d_3b_1x1]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=17, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#17_G3", style=filled, type=symmetric_quantize]; "18 Inception3/BasicConv2d[Conv2d_3b_1x1]/NNCFConv2d[conv]/conv2d_0" [color=lightblue, id=18, label="conv2d_k1x1_#18", style=filled, type=conv2d]; 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"23 Inception3/BasicConv2d[Conv2d_4a_3x3]/NNCFConv2d[conv]/conv2d_0" [color=lightblue, id=23, label="conv2d_k3x3_#23", style=filled, type=conv2d]; "24 Inception3/BasicConv2d[Conv2d_4a_3x3]/NNCFBatchNorm2d[bn]/batch_norm_0" [id=24, label="batch_norm_#24", style=filled, type=batch_norm]; "25 Inception3/BasicConv2d[Conv2d_4a_3x3]/relu__0" [id=25, label="relu__#25", style=filled, type=relu_]; -"26 Inception3/BasicConv2d[Conv2d_4a_3x3]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=26, label="AFQ_[B:8 M:S SGN:U PC:N]_#26_G56", style=filled, type=symmetric_quantize]; +"26 Inception3/BasicConv2d[Conv2d_4a_3x3]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=26, label="AFQ_[B:8 M:S SGN:U PC:N NR:N]_#26_G56", style=filled, type=symmetric_quantize]; "27 Inception3/max_pool2d_1" [id=27, label="max_pool2d_#27", style=filled, type=max_pool2d]; -"28 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=28, label="WFQ_[B:4 M:S SGN:S PC:Y]_#28_G56", style=filled, type=symmetric_quantize]; +"28 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=28, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#28_G56", style=filled, type=symmetric_quantize]; "29 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/NNCFConv2d[conv]/conv2d_0" [color=lightblue, id=29, label="conv2d_k1x1_#29", style=filled, type=conv2d]; "30 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/NNCFBatchNorm2d[bn]/batch_norm_0" [id=30, label="batch_norm_#30", style=filled, type=batch_norm]; "31 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/relu__0" [id=31, label="relu__#31", style=filled, type=relu_]; -"32 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=32, label="AFQ_[B:8 M:S SGN:U PC:N]_#32_G61", style=filled, type=symmetric_quantize]; -"33 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_1]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=33, label="WFQ_[B:4 M:S SGN:S PC:Y]_#33_G56", style=filled, type=symmetric_quantize]; +"32 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch1x1]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=32, label="AFQ_[B:8 M:S SGN:U PC:N NR:N]_#32_G61", style=filled, type=symmetric_quantize]; +"33 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_1]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=33, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#33_G56", style=filled, type=symmetric_quantize]; "34 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_1]/NNCFConv2d[conv]/conv2d_0" [color=lightblue, id=34, label="conv2d_k1x1_#34", style=filled, type=conv2d]; "35 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_1]/NNCFBatchNorm2d[bn]/batch_norm_0" [id=35, label="batch_norm_#35", style=filled, type=batch_norm]; "36 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_1]/relu__0" [id=36, label="relu__#36", style=filled, type=relu_]; -"37 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_1]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=37, label="AFQ_[B:8 M:S SGN:U PC:N]_#37_G5", style=filled, type=symmetric_quantize]; -"38 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_2]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=green, id=38, label="WFQ_[B:8 M:S SGN:S PC:Y]_#38_G5", style=filled, type=symmetric_quantize]; +"37 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_1]/SymmetricQuantizer/symmetric_quantize_0" [color=green, id=37, label="AFQ_[B:8 M:S SGN:U PC:N NR:N]_#37_G5", style=filled, type=symmetric_quantize]; +"38 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_2]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=green, id=38, label="WFQ_[B:8 M:S SGN:S PC:Y NR:N]_#38_G5", style=filled, type=symmetric_quantize]; "39 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_2]/NNCFConv2d[conv]/conv2d_0" [color=lightblue, id=39, label="conv2d_k5x5_PAD_#39", style=filled, type=conv2d]; "40 Inception3/InceptionA[Mixed_5b]/BasicConv2d[branch5x5_2]/NNCFBatchNorm2d[bn]/batch_norm_0" [id=40, label="batch_norm_#40", style=filled, type=batch_norm]; 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"521 Inception3/NNCFLinear[fc]/linear_0" [id=521, label="linear_#521", style=filled, type=linear]; "522 /nncf_model_output_0" [id=522, label="nncf_model_output_#522", style=filled, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; diff --git a/tests/torch/data/reference_graphs/quantized/autoq/inception_v3_device_NPU__ratio_0.4.dot b/tests/torch/data/reference_graphs/quantized/autoq/inception_v3_device_NPU__ratio_0.4.dot index f84bfee61b2..5e7cb438958 100644 --- a/tests/torch/data/reference_graphs/quantized/autoq/inception_v3_device_NPU__ratio_0.4.dot +++ b/tests/torch/data/reference_graphs/quantized/autoq/inception_v3_device_NPU__ratio_0.4.dot @@ -1,548 +1,548 @@ strict digraph { "0 /nncf_model_input_0" [id=0, label="nncf_model_input_#0", style=filled, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [color=red, id=1, label="AFQ_[B:4 M:S SGN:S PC:N]_#1_G0", style=filled, type=symmetric_quantize]; -"2 Inception3/BasicConv2d[Conv2d_1a_3x3]/NNCFConv2d[conv]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=2, label="WFQ_[B:4 M:S SGN:S PC:Y]_#2_G0", style=filled, type=symmetric_quantize]; 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"524 Inception3/NNCFLinear[fc]/linear_0" [id=524, label="linear_#524", style=filled, type=linear]; "525 /nncf_model_output_0" [id=525, label="nncf_model_output_#525", style=filled, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; diff --git a/tests/torch/data/reference_graphs/quantized/autoq/mobilenet_v2_tv_092_device_NPU.dot b/tests/torch/data/reference_graphs/quantized/autoq/mobilenet_v2_tv_092_device_NPU.dot index 1c09dae860b..2342d9b22a7 100644 --- a/tests/torch/data/reference_graphs/quantized/autoq/mobilenet_v2_tv_092_device_NPU.dot +++ b/tests/torch/data/reference_graphs/quantized/autoq/mobilenet_v2_tv_092_device_NPU.dot @@ -1,274 +1,274 @@ strict digraph { "0 /nncf_model_input_0" [id=0, label="nncf_model_input_#0", style=filled, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [color=green, id=1, label="AFQ_[B:8 M:S SGN:S PC:N]_#1_G0", style=filled, type=symmetric_quantize]; -"2 MobileNetV2/Sequential[features]/ConvBNActivation[0]/NNCFConv2d[0]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=green, id=2, label="WFQ_[B:8 M:S SGN:S PC:Y]_#2_G0", style=filled, type=symmetric_quantize]; 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"311 ResNet/NNCFLinear[fc]/linear_0" [id=311, label="linear_#311", style=filled, type=linear]; "312 /nncf_model_output_0" [id=312, label="nncf_model_output_#312", style=filled, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; diff --git a/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__eval_subset_ratio_0.4.dot b/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__eval_subset_ratio_0.4.dot index 826981ebf54..a8859cbeeda 100644 --- a/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__eval_subset_ratio_0.4.dot +++ b/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__eval_subset_ratio_0.4.dot @@ -1,337 +1,337 @@ strict digraph { "0 /nncf_model_input_0" [id=0, label="nncf_model_input_#0", style=filled, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [color=green, id=1, label="AFQ_[B:8 M:S SGN:S PC:N]_#1_G0", style=filled, type=symmetric_quantize]; 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"311 ResNet/NNCFLinear[fc]/linear_0" [id=311, label="linear_#311", style=filled, type=linear]; "312 /nncf_model_output_0" [id=312, label="nncf_model_output_#312", style=filled, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; diff --git a/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__eval_subset_ratio_0.4__ratio_0.4.dot b/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__eval_subset_ratio_0.4__ratio_0.4.dot index f29a2d41a70..674f8e7834b 100644 --- a/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__eval_subset_ratio_0.4__ratio_0.4.dot +++ b/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__eval_subset_ratio_0.4__ratio_0.4.dot @@ -1,334 +1,334 @@ strict digraph { "0 /nncf_model_input_0" [id=0, label="nncf_model_input_#0", style=filled, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [color=green, id=1, label="AFQ_[B:8 M:S SGN:S PC:N]_#1_G0", style=filled, type=symmetric_quantize]; 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"311 ResNet/NNCFLinear[fc]/linear_0" [id=311, label="linear_#311", style=filled, type=linear]; "312 /nncf_model_output_0" [id=312, label="nncf_model_output_#312", style=filled, type=nncf_model_output]; "0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; diff --git a/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__ratio_0.4.dot b/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__ratio_0.4.dot index f29a2d41a70..674f8e7834b 100644 --- a/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__ratio_0.4.dot +++ b/tests/torch/data/reference_graphs/quantized/autoq/resnet50_device_NPU__ratio_0.4.dot @@ -1,334 +1,334 @@ strict digraph { "0 /nncf_model_input_0" [id=0, label="nncf_model_input_#0", style=filled, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [color=green, id=1, label="AFQ_[B:8 M:S SGN:S PC:N]_#1_G0", style=filled, type=symmetric_quantize]; -"2 ResNet/NNCFConv2d[conv1]/ModuleDict[pre_ops]/UpdateWeight[0]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=green, id=2, label="WFQ_[B:8 M:S SGN:S PC:Y]_#2_G0", style=filled, type=symmetric_quantize]; 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"153 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[loc]/conv2d_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; -"154 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=154, label="WFQ_[B:2 M:S SGN:S PC:Y]_#154_G20", style=filled, type=symmetric_quantize]; +"154 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=154, label="WFQ_[B:2 M:S SGN:S PC:Y NR:N]_#154_G20", style=filled, type=symmetric_quantize]; "155 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=155, label="pad_k3x3_PAD_#155", style=filled, type=pad]; "155 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "156 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=156, label="conv2d_k3x3_PAD_#156", style=filled, type=conv2d]; @@ -200,12 +200,12 @@ strict digraph { "158 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/contiguous_0" [id=158, label="contiguous_#158", style=filled, type=contiguous]; "159 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/permute_1" [id=159, label="permute_#159", style=filled, type=permute]; "160 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/contiguous_1" [id=160, label="contiguous_#160", style=filled, type=contiguous]; -"161 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=161, label="WFQ_[B:2 M:S SGN:S PC:Y]_#161_G21", style=filled, type=symmetric_quantize]; +"161 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=161, label="WFQ_[B:2 M:S SGN:S PC:Y NR:N]_#161_G21", style=filled, type=symmetric_quantize]; "162 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/pad_0" [color=lightblue, id=162, label="pad_k3x3_PAD_#162", style=filled, type=pad]; "162 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "163 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/conv2d_0" [color=lightblue, id=163, label="conv2d_k3x3_PAD_#163", style=filled, type=conv2d]; "163 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/conv2d_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; -"164 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=164, label="WFQ_[B:2 M:S SGN:S PC:Y]_#164_G21", style=filled, type=symmetric_quantize]; +"164 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=164, label="WFQ_[B:2 M:S SGN:S PC:Y NR:N]_#164_G21", style=filled, type=symmetric_quantize]; "165 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=165, label="pad_k3x3_PAD_#165", style=filled, type=pad]; "165 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "166 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=166, label="conv2d_k3x3_PAD_#166", style=filled, type=conv2d]; @@ -214,12 +214,12 @@ strict digraph { "168 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/contiguous_0" [id=168, label="contiguous_#168", style=filled, type=contiguous]; "169 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/permute_1" [id=169, label="permute_#169", style=filled, type=permute]; "170 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/contiguous_1" [id=170, label="contiguous_#170", style=filled, type=contiguous]; 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"173 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[loc]/conv2d_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; -"174 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=174, label="WFQ_[B:2 M:S SGN:S PC:Y]_#174_G22", style=filled, type=symmetric_quantize]; +"174 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=174, label="WFQ_[B:2 M:S SGN:S PC:Y NR:N]_#174_G22", style=filled, type=symmetric_quantize]; "175 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=175, label="pad_k3x3_PAD_#175", style=filled, type=pad]; "175 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "176 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=176, label="conv2d_k3x3_PAD_#176", style=filled, type=conv2d]; @@ -228,12 +228,12 @@ strict digraph { "178 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/contiguous_0" [id=178, label="contiguous_#178", style=filled, type=contiguous]; "179 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/permute_1" [id=179, label="permute_#179", style=filled, type=permute]; "180 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/contiguous_1" [id=180, label="contiguous_#180", style=filled, type=contiguous]; -"181 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=181, label="WFQ_[B:4 M:S SGN:S PC:Y]_#181_G23", style=filled, type=symmetric_quantize]; +"181 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=181, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#181_G23", style=filled, type=symmetric_quantize]; 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"185 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=185, label="pad_k3x3_PAD_#185", style=filled, type=pad]; "185 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "186 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=186, label="conv2d_k3x3_PAD_#186", style=filled, type=conv2d]; @@ -242,12 +242,12 @@ strict digraph { "188 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/contiguous_0" [id=188, label="contiguous_#188", style=filled, type=contiguous]; "189 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/permute_1" [id=189, label="permute_#189", style=filled, type=permute]; "190 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/contiguous_1" [id=190, label="contiguous_#190", style=filled, type=contiguous]; 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"196 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[6]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=196, label="conv2d_k3x3_PAD_#196", style=filled, type=conv2d]; diff --git a/tests/torch/data/reference_graphs/quantized/autoq/ssd_vgg_512_test_device_NPU__ratio_0.4.dot b/tests/torch/data/reference_graphs/quantized/autoq/ssd_vgg_512_test_device_NPU__ratio_0.4.dot index 5571ac100c0..eff4df9bcb5 100644 --- a/tests/torch/data/reference_graphs/quantized/autoq/ssd_vgg_512_test_device_NPU__ratio_0.4.dot +++ b/tests/torch/data/reference_graphs/quantized/autoq/ssd_vgg_512_test_device_NPU__ratio_0.4.dot @@ -1,166 +1,166 @@ strict digraph { "0 /nncf_model_input_0" [id=0, label="nncf_model_input_#0", style=filled, type=nncf_model_input]; -"1 SymmetricQuantizer/symmetric_quantize_0" [color=green, id=1, label="AFQ_[B:8 M:S SGN:S PC:N]_#1_G0", style=filled, type=symmetric_quantize]; +"1 SymmetricQuantizer/symmetric_quantize_0" [color=green, id=1, label="AFQ_[B:8 M:S SGN:S PC:N NR:N]_#1_G0", style=filled, type=symmetric_quantize]; 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"134 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[0]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=134, label="pad_k3x3_PAD_#134", style=filled, type=pad]; "134 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[0]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "135 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[0]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=135, label="conv2d_k3x3_PAD_#135", style=filled, type=conv2d]; @@ -169,12 +169,12 @@ strict digraph { "137 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[0]/contiguous_0" [id=137, label="contiguous_#137", style=filled, type=contiguous]; "138 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[0]/permute_1" [id=138, label="permute_#138", style=filled, type=permute]; "139 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[0]/contiguous_1" [id=139, label="contiguous_#139", style=filled, type=contiguous]; 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"142 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[1]/NNCFConv2d[loc]/conv2d_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; -"143 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[1]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=143, label="WFQ_[B:4 M:S SGN:S PC:Y]_#143_G19", style=filled, type=symmetric_quantize]; +"143 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[1]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=143, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#143_G19", style=filled, type=symmetric_quantize]; "144 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[1]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=144, label="pad_k3x3_PAD_#144", style=filled, type=pad]; "144 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[1]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "145 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[1]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=145, label="conv2d_k3x3_PAD_#145", style=filled, type=conv2d]; @@ -183,12 +183,12 @@ strict digraph { "147 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[1]/contiguous_0" [id=147, label="contiguous_#147", style=filled, type=contiguous]; "148 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[1]/permute_1" [id=148, label="permute_#148", style=filled, type=permute]; "149 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[1]/contiguous_1" [id=149, label="contiguous_#149", style=filled, type=contiguous]; -"150 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=150, label="WFQ_[B:4 M:S SGN:S PC:Y]_#150_G20", style=filled, type=symmetric_quantize]; +"150 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=150, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#150_G20", style=filled, type=symmetric_quantize]; "151 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[loc]/pad_0" [color=lightblue, id=151, label="pad_k3x3_PAD_#151", style=filled, type=pad]; "151 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[loc]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "152 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[loc]/conv2d_0" [color=lightblue, id=152, label="conv2d_k3x3_PAD_#152", style=filled, type=conv2d]; "152 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[loc]/conv2d_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; -"153 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=153, label="WFQ_[B:4 M:S SGN:S PC:Y]_#153_G20", style=filled, type=symmetric_quantize]; +"153 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=153, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#153_G20", style=filled, type=symmetric_quantize]; "154 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=154, label="pad_k3x3_PAD_#154", style=filled, type=pad]; "154 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "155 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=155, label="conv2d_k3x3_PAD_#155", style=filled, type=conv2d]; @@ -197,12 +197,12 @@ strict digraph { "157 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/contiguous_0" [id=157, label="contiguous_#157", style=filled, type=contiguous]; "158 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/permute_1" [id=158, label="permute_#158", style=filled, type=permute]; "159 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[2]/contiguous_1" [id=159, label="contiguous_#159", style=filled, type=contiguous]; -"160 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=160, label="WFQ_[B:4 M:S SGN:S PC:Y]_#160_G21", style=filled, type=symmetric_quantize]; +"160 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=160, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#160_G21", style=filled, type=symmetric_quantize]; "161 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/pad_0" [color=lightblue, id=161, label="pad_k3x3_PAD_#161", style=filled, type=pad]; "161 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "162 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/conv2d_0" [color=lightblue, id=162, label="conv2d_k3x3_PAD_#162", style=filled, type=conv2d]; "162 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[loc]/conv2d_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; -"163 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=163, label="WFQ_[B:4 M:S SGN:S PC:Y]_#163_G21", style=filled, type=symmetric_quantize]; +"163 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=163, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#163_G21", style=filled, type=symmetric_quantize]; "164 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=164, label="pad_k3x3_PAD_#164", style=filled, type=pad]; "164 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "165 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=165, label="conv2d_k3x3_PAD_#165", style=filled, type=conv2d]; @@ -211,12 +211,12 @@ strict digraph { "167 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/contiguous_0" [id=167, label="contiguous_#167", style=filled, type=contiguous]; "168 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/permute_1" [id=168, label="permute_#168", style=filled, type=permute]; "169 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[3]/contiguous_1" [id=169, label="contiguous_#169", style=filled, type=contiguous]; -"170 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=170, label="WFQ_[B:4 M:S SGN:S PC:Y]_#170_G22", style=filled, type=symmetric_quantize]; +"170 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=170, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#170_G22", style=filled, type=symmetric_quantize]; "171 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[loc]/pad_0" [color=lightblue, id=171, label="pad_k3x3_PAD_#171", style=filled, type=pad]; "171 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[loc]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "172 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[loc]/conv2d_0" [color=lightblue, id=172, label="conv2d_k3x3_PAD_#172", style=filled, type=conv2d]; "172 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[loc]/conv2d_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; -"173 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=173, label="WFQ_[B:2 M:S SGN:S PC:Y]_#173_G22", style=filled, type=symmetric_quantize]; +"173 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=purple, id=173, label="WFQ_[B:2 M:S SGN:S PC:Y NR:N]_#173_G22", style=filled, type=symmetric_quantize]; "174 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=174, label="pad_k3x3_PAD_#174", style=filled, type=pad]; "174 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "175 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=175, label="conv2d_k3x3_PAD_#175", style=filled, type=conv2d]; @@ -225,12 +225,12 @@ strict digraph { "177 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/contiguous_0" [id=177, label="contiguous_#177", style=filled, type=contiguous]; "178 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/permute_1" [id=178, label="permute_#178", style=filled, type=permute]; "179 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[4]/contiguous_1" [id=179, label="contiguous_#179", style=filled, type=contiguous]; -"180 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=180, label="WFQ_[B:4 M:S SGN:S PC:Y]_#180_G23", style=filled, type=symmetric_quantize]; +"180 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=180, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#180_G23", style=filled, type=symmetric_quantize]; "181 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[loc]/pad_0" [color=lightblue, id=181, label="pad_k3x3_PAD_#181", style=filled, type=pad]; "181 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[loc]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "182 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[loc]/conv2d_0" [color=lightblue, id=182, label="conv2d_k3x3_PAD_#182", style=filled, type=conv2d]; "182 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[loc]/conv2d_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; -"183 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=183, label="WFQ_[B:4 M:S SGN:S PC:Y]_#183_G23", style=filled, type=symmetric_quantize]; +"183 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[conf]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=183, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#183_G23", style=filled, type=symmetric_quantize]; "184 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[conf]/pad_0" [color=lightblue, id=184, label="pad_k3x3_PAD_#184", style=filled, type=pad]; "184 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[conf]/pad_0_apad" [color=yellow, label=adjust_padding_value, style=filled, type=""]; "185 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/NNCFConv2d[conf]/conv2d_0" [color=lightblue, id=185, label="conv2d_k3x3_PAD_#185", style=filled, type=conv2d]; @@ -239,12 +239,12 @@ strict digraph { "187 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/contiguous_0" [id=187, label="contiguous_#187", style=filled, type=contiguous]; "188 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/permute_1" [id=188, label="permute_#188", style=filled, type=permute]; "189 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[5]/contiguous_1" [id=189, label="contiguous_#189", style=filled, type=contiguous]; -"190 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[6]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=190, label="WFQ_[B:4 M:S SGN:S PC:Y]_#190_G24", style=filled, type=symmetric_quantize]; +"190 SSD_VGG/SSDDetectionOutput[detection_head]/ModuleList[heads]/SSDHead[6]/NNCFConv2d[loc]/ModuleDict[pre_ops]/UpdateWeight[1]/SymmetricQuantizer[op]/symmetric_quantize_0" [color=red, id=190, label="WFQ_[B:4 M:S SGN:S PC:Y NR:N]_#190_G24", style=filled, type=symmetric_quantize]; 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