add models
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- 20220911-h14m03s04_0/augmented_model.onnx +3 -0
- 20220911-h14m03s04_0/calibration_histograms.npy +3 -0
- 20220911-h14m03s04_0/model.onnx +3 -0
- 20220911-h14m03s04_0/ort_config.json +28 -0
- 20220911-h14m03s04_0/quantized_model.onnx +3 -0
- 20220911-h14m03s04_0/results.json +77 -0
- 20220911-h14m04s10_1/model.onnx +3 -0
- 20220911-h14m04s10_1/ort_config.json +29 -0
- 20220911-h14m04s10_1/quantized_model.onnx +3 -0
- 20220911-h14m04s10_1/results.json +78 -0
- 20220911-h14m05s03_2/model.onnx +3 -0
- 20220911-h14m05s03_2/ort_config.json +29 -0
- 20220911-h14m05s03_2/quantized_model.onnx +3 -0
- 20220911-h14m05s03_2/results.json +78 -0
- 20220911-h14m09s58_3/augmented_model.onnx +3 -0
- 20220911-h14m09s58_3/calibration_histograms.npy +3 -0
- 20220911-h14m09s58_3/model.onnx +3 -0
- 20220911-h14m09s58_3/ort_config.json +29 -0
- 20220911-h14m09s58_3/quantized_model.onnx +3 -0
- 20220911-h14m09s58_3/results.json +78 -0
- 20220911-h14m14s51_4/augmented_model.onnx +3 -0
- 20220911-h14m14s51_4/calibration_histograms.npy +3 -0
- 20220911-h14m14s51_4/model.onnx +3 -0
- 20220911-h14m14s51_4/ort_config.json +29 -0
- 20220911-h14m14s51_4/quantized_model.onnx +3 -0
- 20220911-h14m14s51_4/results.json +78 -0
- 20220911-h14m18s36_5/augmented_model.onnx +3 -0
- 20220911-h14m18s36_5/calibration_histograms.npy +3 -0
- 20220911-h14m18s36_5/model.onnx +3 -0
- 20220911-h14m18s36_5/ort_config.json +28 -0
- 20220911-h14m18s36_5/quantized_model.onnx +3 -0
- 20220911-h14m18s36_5/results.json +77 -0
- 20220911-h14m19s29_6/model.onnx +3 -0
- 20220911-h14m19s29_6/ort_config.json +29 -0
- 20220911-h14m19s29_6/quantized_model.onnx +3 -0
- 20220911-h14m19s29_6/results.json +78 -0
- 20220911-h14m20s17_7/model.onnx +3 -0
- 20220911-h14m20s17_7/ort_config.json +28 -0
- 20220911-h14m20s17_7/quantized_model.onnx +3 -0
- 20220911-h14m20s17_7/results.json +77 -0
- 20220911-h14m25s21_8/augmented_model.onnx +3 -0
- 20220911-h14m25s21_8/calibration_histograms.npy +3 -0
- 20220911-h14m25s21_8/model.onnx +3 -0
- 20220911-h14m25s21_8/ort_config.json +29 -0
- 20220911-h14m25s21_8/quantized_model.onnx +3 -0
- 20220911-h14m25s21_8/results.json +78 -0
- 20220911-h14m29s08_9/augmented_model.onnx +3 -0
- 20220911-h14m29s08_9/calibration_histograms.npy +3 -0
- 20220911-h14m29s08_9/model.onnx +3 -0
- 20220911-h14m29s08_9/ort_config.json +28 -0
20220911-h14m03s04_0/augmented_model.onnx
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size 343362681
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20220911-h14m03s04_0/calibration_histograms.npy
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20220911-h14m03s04_0/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
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size 343316317
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20220911-h14m03s04_0/ort_config.json
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{
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"opset": 13,
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"optimization": {},
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"optimum_version": "1.4.1.dev0",
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"quantization": {
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"activations_dtype": "QInt8",
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"activations_symmetric": false,
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"format": "QDQ",
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"is_static": true,
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"mode": "QLinearOps",
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"nodes_to_exclude": [],
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"nodes_to_quantize": [],
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"operators_to_quantize": [
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"Add"
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],
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"per_channel": false,
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"qdq_add_pair_to_weight": false,
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"qdq_dedicated_pair": false,
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"qdq_op_type_per_channel_support_to_axis": {
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"MatMul": 1
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},
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"reduce_range": false,
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"weights_dtype": "QInt8",
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"weights_symmetric": true
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},
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"transformers_version": "4.21.3",
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"use_external_data_format": false
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}
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20220911-h14m03s04_0/quantized_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e5f863b066a1d40112db0b47125238343e2657b0b67fbb423d3d77ef9097b35
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size 342774161
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20220911-h14m03s04_0/results.json
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{
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"model_name_or_path": "nateraw/vit-base-beans",
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"task": "image-classification",
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"task_args": null,
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"dataset": {
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"path": "beans",
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"eval_split": "validation",
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"data_keys": {
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"primary": "image",
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"secondary": null
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},
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"ref_keys": [
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"labels"
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],
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"name": null,
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"calibration_split": "train"
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},
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"apply_quantization": true,
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"quantization_approach": "static",
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"operators_to_quantize": [
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"Add"
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],
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"node_exclusion": [],
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"aware_training": null,
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"per_channel": false,
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"weights_dtype": null,
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"reduce_range": false,
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"calibration": {
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"method": "percentile",
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"num_calibration_samples": 128,
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"calibration_histogram_percentile": 99.999,
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"calibration_moving_average": null,
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"calibration_moving_average_constant": null
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},
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"framework": "onnxruntime",
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"framework_args": {
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"opset": 13,
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"optimization_level": 1,
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"intra_op_num_threads": 4
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},
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"hardware": "Architecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nByte Order: Little Endian\nAddress sizes: 46 bits physical, 48 bits virtual\nCPU(s): 8\nOn-line CPU(s) list: 0-7\nThread(s) per core: 2\nCore(s) per socket: 4\nSocket(s): 1\nNUMA node(s): 1\nVendor ID: GenuineIntel\nCPU family: 6\nModel: 85\nModel name: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nStepping: 7\nCPU MHz: 3095.913\nBogoMIPS: 4999.99\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 128 KiB\nL1i cache: 128 KiB\nL2 cache: 4 MiB\nL3 cache: 35.8 MiB\nNUMA node0 CPU(s): 0-7\nVulnerability Itlb multihit: KVM: Vulnerable\nVulnerability L1tf: Mitigation; PTE Inversion\nVulnerability Mds: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Meltdown: Mitigation; PTI\nVulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nprocessor\t: 0\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3095.913\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 0\ninitial apicid\t: 0\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 1\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.031\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 2\ninitial apicid\t: 2\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 2\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 2922.536\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 4\ninitial apicid\t: 4\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 3\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.977\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 6\ninitial apicid\t: 6\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 4\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3096.591\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 1\ninitial apicid\t: 1\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 5\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.987\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 3\ninitial apicid\t: 3\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 6\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3083.658\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 5\ninitial apicid\t: 5\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 7\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.023\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 7\ninitial apicid\t: 7\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\n",
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| 42 |
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| 46 |
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| 48 |
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| 49 |
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{
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| 50 |
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|
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|
| 63 |
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|
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|
| 70 |
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|
| 71 |
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|
| 72 |
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"duration": 15,
|
| 73 |
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|
| 74 |
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| 75 |
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|
| 76 |
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"model_type": "vit"
|
| 77 |
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}
|
20220911-h14m04s10_1/model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
|
| 3 |
+
size 343316317
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20220911-h14m04s10_1/ort_config.json
ADDED
|
@@ -0,0 +1,29 @@
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|
| 1 |
+
{
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| 2 |
+
"opset": 13,
|
| 3 |
+
"optimization": {},
|
| 4 |
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"optimum_version": "1.4.1.dev0",
|
| 5 |
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"quantization": {
|
| 6 |
+
"activations_dtype": "QUInt8",
|
| 7 |
+
"activations_symmetric": false,
|
| 8 |
+
"format": "QOperator",
|
| 9 |
+
"is_static": false,
|
| 10 |
+
"mode": "IntegerOps",
|
| 11 |
+
"nodes_to_exclude": [],
|
| 12 |
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"nodes_to_quantize": [],
|
| 13 |
+
"operators_to_quantize": [
|
| 14 |
+
"Add",
|
| 15 |
+
"MatMul"
|
| 16 |
+
],
|
| 17 |
+
"per_channel": true,
|
| 18 |
+
"qdq_add_pair_to_weight": false,
|
| 19 |
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"qdq_dedicated_pair": false,
|
| 20 |
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"qdq_op_type_per_channel_support_to_axis": {
|
| 21 |
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"MatMul": 1
|
| 22 |
+
},
|
| 23 |
+
"reduce_range": true,
|
| 24 |
+
"weights_dtype": "QInt8",
|
| 25 |
+
"weights_symmetric": true
|
| 26 |
+
},
|
| 27 |
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"transformers_version": "4.21.3",
|
| 28 |
+
"use_external_data_format": false
|
| 29 |
+
}
|
20220911-h14m04s10_1/quantized_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:92c544efdc0d7bafe918926d6088023393af0ad5875e5eb73dc472a20c4f0ce5
|
| 3 |
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size 89028622
|
20220911-h14m04s10_1/results.json
ADDED
|
@@ -0,0 +1,78 @@
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|
|
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|
| 1 |
+
{
|
| 2 |
+
"model_name_or_path": "nateraw/vit-base-beans",
|
| 3 |
+
"task": "image-classification",
|
| 4 |
+
"task_args": null,
|
| 5 |
+
"dataset": {
|
| 6 |
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"path": "beans",
|
| 7 |
+
"eval_split": "validation",
|
| 8 |
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"data_keys": {
|
| 9 |
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"primary": "image",
|
| 10 |
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"secondary": null
|
| 11 |
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},
|
| 12 |
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"ref_keys": [
|
| 13 |
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"labels"
|
| 14 |
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],
|
| 15 |
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"name": null,
|
| 16 |
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"calibration_split": "train"
|
| 17 |
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},
|
| 18 |
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"apply_quantization": true,
|
| 19 |
+
"quantization_approach": "dynamic",
|
| 20 |
+
"operators_to_quantize": [
|
| 21 |
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"Add",
|
| 22 |
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"MatMul"
|
| 23 |
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],
|
| 24 |
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"node_exclusion": [],
|
| 25 |
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"aware_training": null,
|
| 26 |
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"per_channel": true,
|
| 27 |
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"weights_dtype": null,
|
| 28 |
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"reduce_range": true,
|
| 29 |
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"calibration": {
|
| 30 |
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"method": "percentile",
|
| 31 |
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"num_calibration_samples": 128,
|
| 32 |
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"calibration_histogram_percentile": 99.999,
|
| 33 |
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"calibration_moving_average": null,
|
| 34 |
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"calibration_moving_average_constant": null
|
| 35 |
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},
|
| 36 |
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"framework": "onnxruntime",
|
| 37 |
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"framework_args": {
|
| 38 |
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"opset": 13,
|
| 39 |
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"optimization_level": 1,
|
| 40 |
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"intra_op_num_threads": 4
|
| 41 |
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},
|
| 42 |
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"hardware": "Architecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nByte Order: Little Endian\nAddress sizes: 46 bits physical, 48 bits virtual\nCPU(s): 8\nOn-line CPU(s) list: 0-7\nThread(s) per core: 2\nCore(s) per socket: 4\nSocket(s): 1\nNUMA node(s): 1\nVendor ID: GenuineIntel\nCPU family: 6\nModel: 85\nModel name: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nStepping: 7\nCPU MHz: 3099.997\nBogoMIPS: 4999.99\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 128 KiB\nL1i cache: 128 KiB\nL2 cache: 4 MiB\nL3 cache: 35.8 MiB\nNUMA node0 CPU(s): 0-7\nVulnerability Itlb multihit: KVM: Vulnerable\nVulnerability L1tf: Mitigation; PTE Inversion\nVulnerability Mds: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Meltdown: Mitigation; PTI\nVulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nprocessor\t: 0\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.997\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 0\ninitial apicid\t: 0\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 1\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.000\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 2\ninitial apicid\t: 2\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: 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constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 4\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.984\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 1\ninitial apicid\t: 1\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 5\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.006\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 3\ninitial apicid\t: 3\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 6\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.997\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 5\ninitial apicid\t: 5\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 7\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3097.897\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 7\ninitial apicid\t: 7\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\n",
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| 43 |
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| 47 |
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| 49 |
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{
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| 51 |
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| 75 |
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| 76 |
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|
| 77 |
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"model_type": "vit"
|
| 78 |
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}
|
20220911-h14m05s03_2/model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
|
| 3 |
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size 343316317
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20220911-h14m05s03_2/ort_config.json
ADDED
|
@@ -0,0 +1,29 @@
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|
| 1 |
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{
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| 2 |
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"opset": 13,
|
| 3 |
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"optimization": {},
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| 4 |
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|
| 5 |
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"quantization": {
|
| 6 |
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"activations_dtype": "QUInt8",
|
| 7 |
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"activations_symmetric": false,
|
| 8 |
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"format": "QOperator",
|
| 9 |
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"is_static": false,
|
| 10 |
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"mode": "IntegerOps",
|
| 11 |
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"nodes_to_exclude": [],
|
| 12 |
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"nodes_to_quantize": [],
|
| 13 |
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"operators_to_quantize": [
|
| 14 |
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"Add",
|
| 15 |
+
"MatMul"
|
| 16 |
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],
|
| 17 |
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"per_channel": false,
|
| 18 |
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"qdq_add_pair_to_weight": false,
|
| 19 |
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"qdq_dedicated_pair": false,
|
| 20 |
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"qdq_op_type_per_channel_support_to_axis": {
|
| 21 |
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"MatMul": 1
|
| 22 |
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},
|
| 23 |
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"reduce_range": true,
|
| 24 |
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"weights_dtype": "QInt8",
|
| 25 |
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"weights_symmetric": true
|
| 26 |
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},
|
| 27 |
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"transformers_version": "4.21.3",
|
| 28 |
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"use_external_data_format": false
|
| 29 |
+
}
|
20220911-h14m05s03_2/quantized_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:3067ab26a2c14355050c9335ff037d81cd66cafc10f10a28204e097cacdd7755
|
| 3 |
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size 88613528
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20220911-h14m05s03_2/results.json
ADDED
|
@@ -0,0 +1,78 @@
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|
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|
| 1 |
+
{
|
| 2 |
+
"model_name_or_path": "nateraw/vit-base-beans",
|
| 3 |
+
"task": "image-classification",
|
| 4 |
+
"task_args": null,
|
| 5 |
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"dataset": {
|
| 6 |
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"path": "beans",
|
| 7 |
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"eval_split": "validation",
|
| 8 |
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"data_keys": {
|
| 9 |
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"primary": "image",
|
| 10 |
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|
| 11 |
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},
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| 12 |
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|
| 13 |
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|
| 14 |
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],
|
| 15 |
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"name": null,
|
| 16 |
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"calibration_split": "train"
|
| 17 |
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},
|
| 18 |
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"apply_quantization": true,
|
| 19 |
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"quantization_approach": "dynamic",
|
| 20 |
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"operators_to_quantize": [
|
| 21 |
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"Add",
|
| 22 |
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"MatMul"
|
| 23 |
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],
|
| 24 |
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"node_exclusion": [],
|
| 25 |
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"aware_training": null,
|
| 26 |
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|
| 27 |
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"weights_dtype": null,
|
| 28 |
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"reduce_range": true,
|
| 29 |
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"calibration": {
|
| 30 |
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"method": "percentile",
|
| 31 |
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"num_calibration_samples": 128,
|
| 32 |
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"calibration_histogram_percentile": 99.999,
|
| 33 |
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|
| 34 |
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"calibration_moving_average_constant": null
|
| 35 |
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},
|
| 36 |
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"framework": "onnxruntime",
|
| 37 |
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"framework_args": {
|
| 38 |
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"opset": 13,
|
| 39 |
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"optimization_level": 1,
|
| 40 |
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"intra_op_num_threads": 4
|
| 41 |
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},
|
| 42 |
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"hardware": "Architecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nByte Order: Little Endian\nAddress sizes: 46 bits physical, 48 bits virtual\nCPU(s): 8\nOn-line CPU(s) list: 0-7\nThread(s) per core: 2\nCore(s) per socket: 4\nSocket(s): 1\nNUMA node(s): 1\nVendor ID: GenuineIntel\nCPU family: 6\nModel: 85\nModel name: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nStepping: 7\nCPU MHz: 3002.738\nBogoMIPS: 4999.99\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 128 KiB\nL1i cache: 128 KiB\nL2 cache: 4 MiB\nL3 cache: 35.8 MiB\nNUMA node0 CPU(s): 0-7\nVulnerability Itlb multihit: KVM: Vulnerable\nVulnerability L1tf: Mitigation; PTE Inversion\nVulnerability Mds: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Meltdown: Mitigation; PTI\nVulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nprocessor\t: 0\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3002.738\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 0\ninitial apicid\t: 0\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 1\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 2865.355\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 2\ninitial apicid\t: 2\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 2\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 2798.284\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 4\ninitial apicid\t: 4\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 3\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 2888.375\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 6\ninitial apicid\t: 6\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 4\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 2906.026\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 1\ninitial apicid\t: 1\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 5\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3036.082\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 3\ninitial apicid\t: 3\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 6\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 2925.762\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 5\ninitial apicid\t: 5\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 7\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3001.826\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 7\ninitial apicid\t: 7\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\n",
|
| 43 |
+
"versions": {
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| 44 |
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"transformers": "4.21.3",
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| 45 |
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"optimum": "1.4.1.dev0",
|
| 46 |
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"optimum_hash": "9b0474973cecbf15f1ba8280e2d0f25f5e8c4021"
|
| 47 |
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},
|
| 48 |
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"evaluation": {
|
| 49 |
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"time": [
|
| 50 |
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{
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| 51 |
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"batch_size": 1,
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| 52 |
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"input_length": 224,
|
| 53 |
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"nb_forwards": 148,
|
| 54 |
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"throughput": 9.87,
|
| 55 |
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"latency_mean": 101.5701463918919,
|
| 56 |
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"latency_std": 1.2549497723929497,
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| 57 |
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"latency_90": 103.2632225,
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"latency_95": 103.8484193,
|
| 60 |
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"latency_99": 104.67570011,
|
| 61 |
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"latency_999": 104.998415142
|
| 62 |
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}
|
| 63 |
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],
|
| 64 |
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"others": {
|
| 65 |
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"accuracy": 0.9774436090225563,
|
| 66 |
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"total_time_in_seconds": 16.28189626799997,
|
| 67 |
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"samples_per_second": 8.168581706382374,
|
| 68 |
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"latency_in_seconds": 0.12242027269172909
|
| 69 |
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}
|
| 70 |
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},
|
| 71 |
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"max_eval_samples": null,
|
| 72 |
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"time_benchmark_args": {
|
| 73 |
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"duration": 15,
|
| 74 |
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"warmup_runs": 10
|
| 75 |
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},
|
| 76 |
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"from_transformers": true,
|
| 77 |
+
"model_type": "vit"
|
| 78 |
+
}
|
20220911-h14m09s58_3/augmented_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d9ff20b11c3cc0042e0aca85adb0c8bc96b3619350248910b2cf98a7e79642b
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| 3 |
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size 343365129
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20220911-h14m09s58_3/calibration_histograms.npy
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:11ad0198145ae9ce08a77744233f988cf0028a1d2c058500ae8aa7e2cfaf3335
|
| 3 |
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size 10592680
|
20220911-h14m09s58_3/model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
|
| 3 |
+
size 343316317
|
20220911-h14m09s58_3/ort_config.json
ADDED
|
@@ -0,0 +1,29 @@
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|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
| 1 |
+
{
|
| 2 |
+
"opset": 13,
|
| 3 |
+
"optimization": {},
|
| 4 |
+
"optimum_version": "1.4.1.dev0",
|
| 5 |
+
"quantization": {
|
| 6 |
+
"activations_dtype": "QInt8",
|
| 7 |
+
"activations_symmetric": false,
|
| 8 |
+
"format": "QDQ",
|
| 9 |
+
"is_static": true,
|
| 10 |
+
"mode": "QLinearOps",
|
| 11 |
+
"nodes_to_exclude": [],
|
| 12 |
+
"nodes_to_quantize": [],
|
| 13 |
+
"operators_to_quantize": [
|
| 14 |
+
"Add",
|
| 15 |
+
"MatMul"
|
| 16 |
+
],
|
| 17 |
+
"per_channel": false,
|
| 18 |
+
"qdq_add_pair_to_weight": false,
|
| 19 |
+
"qdq_dedicated_pair": false,
|
| 20 |
+
"qdq_op_type_per_channel_support_to_axis": {
|
| 21 |
+
"MatMul": 1
|
| 22 |
+
},
|
| 23 |
+
"reduce_range": false,
|
| 24 |
+
"weights_dtype": "QInt8",
|
| 25 |
+
"weights_symmetric": true
|
| 26 |
+
},
|
| 27 |
+
"transformers_version": "4.21.3",
|
| 28 |
+
"use_external_data_format": false
|
| 29 |
+
}
|
20220911-h14m09s58_3/quantized_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:745e04ed73e439bacbedfeaef7b1d24bd931b3434961ff30d0db7a5617c4942a
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| 3 |
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size 88030114
|
20220911-h14m09s58_3/results.json
ADDED
|
@@ -0,0 +1,78 @@
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|
| 1 |
+
{
|
| 2 |
+
"model_name_or_path": "nateraw/vit-base-beans",
|
| 3 |
+
"task": "image-classification",
|
| 4 |
+
"task_args": null,
|
| 5 |
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"dataset": {
|
| 6 |
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"path": "beans",
|
| 7 |
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"eval_split": "validation",
|
| 8 |
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"data_keys": {
|
| 9 |
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"primary": "image",
|
| 10 |
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"secondary": null
|
| 11 |
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},
|
| 12 |
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"ref_keys": [
|
| 13 |
+
"labels"
|
| 14 |
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],
|
| 15 |
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"name": null,
|
| 16 |
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"calibration_split": "train"
|
| 17 |
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},
|
| 18 |
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"apply_quantization": true,
|
| 19 |
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"quantization_approach": "static",
|
| 20 |
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"operators_to_quantize": [
|
| 21 |
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"Add",
|
| 22 |
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"MatMul"
|
| 23 |
+
],
|
| 24 |
+
"node_exclusion": [],
|
| 25 |
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"aware_training": null,
|
| 26 |
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"per_channel": false,
|
| 27 |
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"weights_dtype": null,
|
| 28 |
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"reduce_range": false,
|
| 29 |
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"calibration": {
|
| 30 |
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"method": "percentile",
|
| 31 |
+
"num_calibration_samples": 128,
|
| 32 |
+
"calibration_histogram_percentile": 99.999,
|
| 33 |
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"calibration_moving_average": null,
|
| 34 |
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"calibration_moving_average_constant": null
|
| 35 |
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},
|
| 36 |
+
"framework": "onnxruntime",
|
| 37 |
+
"framework_args": {
|
| 38 |
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"opset": 13,
|
| 39 |
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"optimization_level": 1,
|
| 40 |
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"intra_op_num_threads": 4
|
| 41 |
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},
|
| 42 |
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"hardware": "Architecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nByte Order: Little Endian\nAddress sizes: 46 bits physical, 48 bits virtual\nCPU(s): 8\nOn-line CPU(s) list: 0-7\nThread(s) per core: 2\nCore(s) per socket: 4\nSocket(s): 1\nNUMA node(s): 1\nVendor ID: GenuineIntel\nCPU family: 6\nModel: 85\nModel name: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nStepping: 7\nCPU MHz: 3099.925\nBogoMIPS: 4999.99\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 128 KiB\nL1i cache: 128 KiB\nL2 cache: 4 MiB\nL3 cache: 35.8 MiB\nNUMA node0 CPU(s): 0-7\nVulnerability Itlb multihit: KVM: Vulnerable\nVulnerability L1tf: Mitigation; PTE Inversion\nVulnerability Mds: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Meltdown: Mitigation; PTI\nVulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nprocessor\t: 0\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.925\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 0\ninitial apicid\t: 0\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 1\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3103.106\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 2\ninitial apicid\t: 2\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 2\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.087\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 4\ninitial apicid\t: 4\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 3\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.409\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 6\ninitial apicid\t: 6\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 4\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.035\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 1\ninitial apicid\t: 1\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 5\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.089\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 3\ninitial apicid\t: 3\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 6\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.319\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 5\ninitial apicid\t: 5\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 7\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.454\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 7\ninitial apicid\t: 7\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\n",
|
| 43 |
+
"versions": {
|
| 44 |
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"transformers": "4.21.3",
|
| 45 |
+
"optimum": "1.4.1.dev0",
|
| 46 |
+
"optimum_hash": "9b0474973cecbf15f1ba8280e2d0f25f5e8c4021"
|
| 47 |
+
},
|
| 48 |
+
"evaluation": {
|
| 49 |
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"time": [
|
| 50 |
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{
|
| 51 |
+
"batch_size": 1,
|
| 52 |
+
"input_length": 224,
|
| 53 |
+
"nb_forwards": 118,
|
| 54 |
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"throughput": 7.87,
|
| 55 |
+
"latency_mean": 127.98974505084746,
|
| 56 |
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"latency_std": 2.5232299502123543,
|
| 57 |
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"latency_50": 127.924656,
|
| 58 |
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"latency_90": 131.6421641,
|
| 59 |
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"latency_95": 132.4573442,
|
| 60 |
+
"latency_99": 133.61644689,
|
| 61 |
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"latency_999": 134.67040536699997
|
| 62 |
+
}
|
| 63 |
+
],
|
| 64 |
+
"others": {
|
| 65 |
+
"accuracy": 0.42105263157894735,
|
| 66 |
+
"total_time_in_seconds": 19.894587282999964,
|
| 67 |
+
"samples_per_second": 6.6852354415841155,
|
| 68 |
+
"latency_in_seconds": 0.1495833630300749
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
"max_eval_samples": null,
|
| 72 |
+
"time_benchmark_args": {
|
| 73 |
+
"duration": 15,
|
| 74 |
+
"warmup_runs": 10
|
| 75 |
+
},
|
| 76 |
+
"from_transformers": true,
|
| 77 |
+
"model_type": "vit"
|
| 78 |
+
}
|
20220911-h14m14s51_4/augmented_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:5d9ff20b11c3cc0042e0aca85adb0c8bc96b3619350248910b2cf98a7e79642b
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| 3 |
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size 343365129
|
20220911-h14m14s51_4/calibration_histograms.npy
ADDED
|
@@ -0,0 +1,3 @@
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|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:11ad0198145ae9ce08a77744233f988cf0028a1d2c058500ae8aa7e2cfaf3335
|
| 3 |
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size 10592680
|
20220911-h14m14s51_4/model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
|
| 3 |
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size 343316317
|
20220911-h14m14s51_4/ort_config.json
ADDED
|
@@ -0,0 +1,29 @@
|
|
|
|
|
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|
|
|
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|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"opset": 13,
|
| 3 |
+
"optimization": {},
|
| 4 |
+
"optimum_version": "1.4.1.dev0",
|
| 5 |
+
"quantization": {
|
| 6 |
+
"activations_dtype": "QInt8",
|
| 7 |
+
"activations_symmetric": false,
|
| 8 |
+
"format": "QDQ",
|
| 9 |
+
"is_static": true,
|
| 10 |
+
"mode": "QLinearOps",
|
| 11 |
+
"nodes_to_exclude": [],
|
| 12 |
+
"nodes_to_quantize": [],
|
| 13 |
+
"operators_to_quantize": [
|
| 14 |
+
"Add",
|
| 15 |
+
"MatMul"
|
| 16 |
+
],
|
| 17 |
+
"per_channel": false,
|
| 18 |
+
"qdq_add_pair_to_weight": false,
|
| 19 |
+
"qdq_dedicated_pair": false,
|
| 20 |
+
"qdq_op_type_per_channel_support_to_axis": {
|
| 21 |
+
"MatMul": 1
|
| 22 |
+
},
|
| 23 |
+
"reduce_range": true,
|
| 24 |
+
"weights_dtype": "QInt8",
|
| 25 |
+
"weights_symmetric": true
|
| 26 |
+
},
|
| 27 |
+
"transformers_version": "4.21.3",
|
| 28 |
+
"use_external_data_format": false
|
| 29 |
+
}
|
20220911-h14m14s51_4/quantized_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:745e04ed73e439bacbedfeaef7b1d24bd931b3434961ff30d0db7a5617c4942a
|
| 3 |
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size 88030114
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20220911-h14m14s51_4/results.json
ADDED
|
@@ -0,0 +1,78 @@
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|
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|
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|
| 1 |
+
{
|
| 2 |
+
"model_name_or_path": "nateraw/vit-base-beans",
|
| 3 |
+
"task": "image-classification",
|
| 4 |
+
"task_args": null,
|
| 5 |
+
"dataset": {
|
| 6 |
+
"path": "beans",
|
| 7 |
+
"eval_split": "validation",
|
| 8 |
+
"data_keys": {
|
| 9 |
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"primary": "image",
|
| 10 |
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"secondary": null
|
| 11 |
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},
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| 12 |
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"ref_keys": [
|
| 13 |
+
"labels"
|
| 14 |
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],
|
| 15 |
+
"name": null,
|
| 16 |
+
"calibration_split": "train"
|
| 17 |
+
},
|
| 18 |
+
"apply_quantization": true,
|
| 19 |
+
"quantization_approach": "static",
|
| 20 |
+
"operators_to_quantize": [
|
| 21 |
+
"Add",
|
| 22 |
+
"MatMul"
|
| 23 |
+
],
|
| 24 |
+
"node_exclusion": [],
|
| 25 |
+
"aware_training": null,
|
| 26 |
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"per_channel": false,
|
| 27 |
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"weights_dtype": null,
|
| 28 |
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"reduce_range": true,
|
| 29 |
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"calibration": {
|
| 30 |
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"method": "percentile",
|
| 31 |
+
"num_calibration_samples": 128,
|
| 32 |
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"calibration_histogram_percentile": 99.999,
|
| 33 |
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"calibration_moving_average": null,
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| 34 |
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"calibration_moving_average_constant": null
|
| 35 |
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},
|
| 36 |
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"framework": "onnxruntime",
|
| 37 |
+
"framework_args": {
|
| 38 |
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"opset": 13,
|
| 39 |
+
"optimization_level": 1,
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| 40 |
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"intra_op_num_threads": 4
|
| 41 |
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},
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| 42 |
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"hardware": "Architecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nByte Order: Little Endian\nAddress sizes: 46 bits physical, 48 bits virtual\nCPU(s): 8\nOn-line CPU(s) list: 0-7\nThread(s) per core: 2\nCore(s) per socket: 4\nSocket(s): 1\nNUMA node(s): 1\nVendor ID: GenuineIntel\nCPU family: 6\nModel: 85\nModel name: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nStepping: 7\nCPU MHz: 3099.910\nBogoMIPS: 4999.99\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 128 KiB\nL1i cache: 128 KiB\nL2 cache: 4 MiB\nL3 cache: 35.8 MiB\nNUMA node0 CPU(s): 0-7\nVulnerability Itlb multihit: KVM: Vulnerable\nVulnerability L1tf: Mitigation; PTE Inversion\nVulnerability Mds: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Meltdown: Mitigation; PTI\nVulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nprocessor\t: 0\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.910\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 0\ninitial apicid\t: 0\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 1\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3097.317\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 2\ninitial apicid\t: 2\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 2\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.958\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 4\ninitial apicid\t: 4\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 3\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.947\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 6\ninitial apicid\t: 6\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 4\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.010\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 1\ninitial apicid\t: 1\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 5\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.154\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 3\ninitial apicid\t: 3\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 6\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.789\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 5\ninitial apicid\t: 5\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 7\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.534\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 7\ninitial apicid\t: 7\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\n",
|
| 43 |
+
"versions": {
|
| 44 |
+
"transformers": "4.21.3",
|
| 45 |
+
"optimum": "1.4.1.dev0",
|
| 46 |
+
"optimum_hash": "9b0474973cecbf15f1ba8280e2d0f25f5e8c4021"
|
| 47 |
+
},
|
| 48 |
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"evaluation": {
|
| 49 |
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"time": [
|
| 50 |
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{
|
| 51 |
+
"batch_size": 1,
|
| 52 |
+
"input_length": 224,
|
| 53 |
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"nb_forwards": 117,
|
| 54 |
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"throughput": 7.8,
|
| 55 |
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"latency_mean": 128.26621257264958,
|
| 56 |
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"latency_std": 2.6206176132209076,
|
| 57 |
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"latency_50": 127.739864,
|
| 58 |
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"latency_90": 131.8601846,
|
| 59 |
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"latency_95": 134.2160782,
|
| 60 |
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"latency_99": 135.7038504,
|
| 61 |
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"latency_999": 137.078779636
|
| 62 |
+
}
|
| 63 |
+
],
|
| 64 |
+
"others": {
|
| 65 |
+
"accuracy": 0.42105263157894735,
|
| 66 |
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"total_time_in_seconds": 19.545730162999917,
|
| 67 |
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"samples_per_second": 6.8045552092890915,
|
| 68 |
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"latency_in_seconds": 0.1469603771654129
|
| 69 |
+
}
|
| 70 |
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},
|
| 71 |
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"max_eval_samples": null,
|
| 72 |
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"time_benchmark_args": {
|
| 73 |
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"duration": 15,
|
| 74 |
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"warmup_runs": 10
|
| 75 |
+
},
|
| 76 |
+
"from_transformers": true,
|
| 77 |
+
"model_type": "vit"
|
| 78 |
+
}
|
20220911-h14m18s36_5/augmented_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
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|
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:48775d477b8469b877cb43ecba218210ecd922d8bd14c0b28fff390b930eaa12
|
| 3 |
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size 343362681
|
20220911-h14m18s36_5/calibration_histograms.npy
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:42b49c21cdbba674750913f47a8c581c570b173213283c9e4e1d820e69076489
|
| 3 |
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size 8210968
|
20220911-h14m18s36_5/model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
|
| 3 |
+
size 343316317
|
20220911-h14m18s36_5/ort_config.json
ADDED
|
@@ -0,0 +1,28 @@
|
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|
|
|
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|
|
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|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
|
|
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|
|
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|
|
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|
| 1 |
+
{
|
| 2 |
+
"opset": 13,
|
| 3 |
+
"optimization": {},
|
| 4 |
+
"optimum_version": "1.4.1.dev0",
|
| 5 |
+
"quantization": {
|
| 6 |
+
"activations_dtype": "QInt8",
|
| 7 |
+
"activations_symmetric": false,
|
| 8 |
+
"format": "QDQ",
|
| 9 |
+
"is_static": true,
|
| 10 |
+
"mode": "QLinearOps",
|
| 11 |
+
"nodes_to_exclude": [],
|
| 12 |
+
"nodes_to_quantize": [],
|
| 13 |
+
"operators_to_quantize": [
|
| 14 |
+
"Add"
|
| 15 |
+
],
|
| 16 |
+
"per_channel": false,
|
| 17 |
+
"qdq_add_pair_to_weight": false,
|
| 18 |
+
"qdq_dedicated_pair": false,
|
| 19 |
+
"qdq_op_type_per_channel_support_to_axis": {
|
| 20 |
+
"MatMul": 1
|
| 21 |
+
},
|
| 22 |
+
"reduce_range": true,
|
| 23 |
+
"weights_dtype": "QInt8",
|
| 24 |
+
"weights_symmetric": true
|
| 25 |
+
},
|
| 26 |
+
"transformers_version": "4.21.3",
|
| 27 |
+
"use_external_data_format": false
|
| 28 |
+
}
|
20220911-h14m18s36_5/quantized_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
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|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:4e5f863b066a1d40112db0b47125238343e2657b0b67fbb423d3d77ef9097b35
|
| 3 |
+
size 342774161
|
20220911-h14m18s36_5/results.json
ADDED
|
@@ -0,0 +1,77 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_name_or_path": "nateraw/vit-base-beans",
|
| 3 |
+
"task": "image-classification",
|
| 4 |
+
"task_args": null,
|
| 5 |
+
"dataset": {
|
| 6 |
+
"path": "beans",
|
| 7 |
+
"eval_split": "validation",
|
| 8 |
+
"data_keys": {
|
| 9 |
+
"primary": "image",
|
| 10 |
+
"secondary": null
|
| 11 |
+
},
|
| 12 |
+
"ref_keys": [
|
| 13 |
+
"labels"
|
| 14 |
+
],
|
| 15 |
+
"name": null,
|
| 16 |
+
"calibration_split": "train"
|
| 17 |
+
},
|
| 18 |
+
"apply_quantization": true,
|
| 19 |
+
"quantization_approach": "static",
|
| 20 |
+
"operators_to_quantize": [
|
| 21 |
+
"Add"
|
| 22 |
+
],
|
| 23 |
+
"node_exclusion": [],
|
| 24 |
+
"aware_training": null,
|
| 25 |
+
"per_channel": false,
|
| 26 |
+
"weights_dtype": null,
|
| 27 |
+
"reduce_range": true,
|
| 28 |
+
"calibration": {
|
| 29 |
+
"method": "percentile",
|
| 30 |
+
"num_calibration_samples": 128,
|
| 31 |
+
"calibration_histogram_percentile": 99.999,
|
| 32 |
+
"calibration_moving_average": null,
|
| 33 |
+
"calibration_moving_average_constant": null
|
| 34 |
+
},
|
| 35 |
+
"framework": "onnxruntime",
|
| 36 |
+
"framework_args": {
|
| 37 |
+
"opset": 13,
|
| 38 |
+
"optimization_level": 1,
|
| 39 |
+
"intra_op_num_threads": 4
|
| 40 |
+
},
|
| 41 |
+
"hardware": "Architecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nByte Order: Little Endian\nAddress sizes: 46 bits physical, 48 bits virtual\nCPU(s): 8\nOn-line CPU(s) list: 0-7\nThread(s) per core: 2\nCore(s) per socket: 4\nSocket(s): 1\nNUMA node(s): 1\nVendor ID: GenuineIntel\nCPU family: 6\nModel: 85\nModel name: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nStepping: 7\nCPU MHz: 3100.096\nBogoMIPS: 4999.99\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 128 KiB\nL1i cache: 128 KiB\nL2 cache: 4 MiB\nL3 cache: 35.8 MiB\nNUMA node0 CPU(s): 0-7\nVulnerability Itlb multihit: KVM: Vulnerable\nVulnerability L1tf: Mitigation; PTE Inversion\nVulnerability Mds: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Meltdown: Mitigation; PTI\nVulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nprocessor\t: 0\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.096\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 0\ninitial apicid\t: 0\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 1\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.448\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 2\ninitial apicid\t: 2\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 2\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3102.334\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 4\ninitial apicid\t: 4\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 3\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.216\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 6\ninitial apicid\t: 6\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 4\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.865\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 1\ninitial apicid\t: 1\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 5\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3108.215\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 3\ninitial apicid\t: 3\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 6\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.036\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 5\ninitial apicid\t: 5\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 7\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3102.321\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 7\ninitial apicid\t: 7\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\n",
|
| 42 |
+
"versions": {
|
| 43 |
+
"transformers": "4.21.3",
|
| 44 |
+
"optimum": "1.4.1.dev0",
|
| 45 |
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"optimum_hash": "9b0474973cecbf15f1ba8280e2d0f25f5e8c4021"
|
| 46 |
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},
|
| 47 |
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"evaluation": {
|
| 48 |
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"time": [
|
| 49 |
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{
|
| 50 |
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"batch_size": 1,
|
| 51 |
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"input_length": 224,
|
| 52 |
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"nb_forwards": 89,
|
| 53 |
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"throughput": 5.93,
|
| 54 |
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"latency_mean": 168.6110852696629,
|
| 55 |
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"latency_std": 6.218218458946475,
|
| 56 |
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"latency_50": 167.190817,
|
| 57 |
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"latency_90": 177.6259686,
|
| 58 |
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"latency_95": 180.252004,
|
| 59 |
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"latency_99": 185.34974308000002,
|
| 60 |
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|
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}
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],
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"others": {
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"accuracy": 0.3609022556390977,
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"samples_per_second": 5.419870139424077,
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"latency_in_seconds": 0.18450626569924816
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| 70 |
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"max_eval_samples": null,
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"time_benchmark_args": {
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| 72 |
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"duration": 15,
|
| 73 |
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"warmup_runs": 10
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| 74 |
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},
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| 75 |
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"from_transformers": true,
|
| 76 |
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"model_type": "vit"
|
| 77 |
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}
|
20220911-h14m19s29_6/model.onnx
ADDED
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
|
| 3 |
+
size 343316317
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20220911-h14m19s29_6/ort_config.json
ADDED
|
@@ -0,0 +1,29 @@
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|
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|
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|
|
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|
| 1 |
+
{
|
| 2 |
+
"opset": 13,
|
| 3 |
+
"optimization": {},
|
| 4 |
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"optimum_version": "1.4.1.dev0",
|
| 5 |
+
"quantization": {
|
| 6 |
+
"activations_dtype": "QUInt8",
|
| 7 |
+
"activations_symmetric": false,
|
| 8 |
+
"format": "QOperator",
|
| 9 |
+
"is_static": false,
|
| 10 |
+
"mode": "IntegerOps",
|
| 11 |
+
"nodes_to_exclude": [],
|
| 12 |
+
"nodes_to_quantize": [],
|
| 13 |
+
"operators_to_quantize": [
|
| 14 |
+
"Add",
|
| 15 |
+
"MatMul"
|
| 16 |
+
],
|
| 17 |
+
"per_channel": false,
|
| 18 |
+
"qdq_add_pair_to_weight": false,
|
| 19 |
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"qdq_dedicated_pair": false,
|
| 20 |
+
"qdq_op_type_per_channel_support_to_axis": {
|
| 21 |
+
"MatMul": 1
|
| 22 |
+
},
|
| 23 |
+
"reduce_range": false,
|
| 24 |
+
"weights_dtype": "QInt8",
|
| 25 |
+
"weights_symmetric": true
|
| 26 |
+
},
|
| 27 |
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"transformers_version": "4.21.3",
|
| 28 |
+
"use_external_data_format": false
|
| 29 |
+
}
|
20220911-h14m19s29_6/quantized_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:f09880ed8f9b3445406bd36f207d899d12aa9c1fc7291f03abb1da371891edaa
|
| 3 |
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size 88613528
|
20220911-h14m19s29_6/results.json
ADDED
|
@@ -0,0 +1,78 @@
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|
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|
| 1 |
+
{
|
| 2 |
+
"model_name_or_path": "nateraw/vit-base-beans",
|
| 3 |
+
"task": "image-classification",
|
| 4 |
+
"task_args": null,
|
| 5 |
+
"dataset": {
|
| 6 |
+
"path": "beans",
|
| 7 |
+
"eval_split": "validation",
|
| 8 |
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"data_keys": {
|
| 9 |
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"primary": "image",
|
| 10 |
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"secondary": null
|
| 11 |
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},
|
| 12 |
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"ref_keys": [
|
| 13 |
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"labels"
|
| 14 |
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],
|
| 15 |
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"name": null,
|
| 16 |
+
"calibration_split": "train"
|
| 17 |
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},
|
| 18 |
+
"apply_quantization": true,
|
| 19 |
+
"quantization_approach": "dynamic",
|
| 20 |
+
"operators_to_quantize": [
|
| 21 |
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"Add",
|
| 22 |
+
"MatMul"
|
| 23 |
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],
|
| 24 |
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"node_exclusion": [],
|
| 25 |
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"aware_training": null,
|
| 26 |
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"per_channel": false,
|
| 27 |
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"weights_dtype": null,
|
| 28 |
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"reduce_range": false,
|
| 29 |
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"calibration": {
|
| 30 |
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"method": "percentile",
|
| 31 |
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"num_calibration_samples": 128,
|
| 32 |
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"calibration_histogram_percentile": 99.999,
|
| 33 |
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"calibration_moving_average": null,
|
| 34 |
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"calibration_moving_average_constant": null
|
| 35 |
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},
|
| 36 |
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"framework": "onnxruntime",
|
| 37 |
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"framework_args": {
|
| 38 |
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"opset": 13,
|
| 39 |
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"optimization_level": 1,
|
| 40 |
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"intra_op_num_threads": 4
|
| 41 |
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},
|
| 42 |
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"hardware": "Architecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nByte Order: Little Endian\nAddress sizes: 46 bits physical, 48 bits virtual\nCPU(s): 8\nOn-line CPU(s) list: 0-7\nThread(s) per core: 2\nCore(s) per socket: 4\nSocket(s): 1\nNUMA node(s): 1\nVendor ID: GenuineIntel\nCPU family: 6\nModel: 85\nModel name: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nStepping: 7\nCPU MHz: 3106.005\nBogoMIPS: 4999.99\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 128 KiB\nL1i cache: 128 KiB\nL2 cache: 4 MiB\nL3 cache: 35.8 MiB\nNUMA node0 CPU(s): 0-7\nVulnerability Itlb multihit: KVM: Vulnerable\nVulnerability L1tf: Mitigation; PTE Inversion\nVulnerability Mds: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Meltdown: Mitigation; PTI\nVulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nprocessor\t: 0\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3106.005\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 0\ninitial apicid\t: 0\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 1\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.934\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 2\ninitial apicid\t: 2\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 2\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.255\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 4\ninitial apicid\t: 4\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 3\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.519\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 6\ninitial apicid\t: 6\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 4\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.673\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 1\ninitial apicid\t: 1\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 5\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.063\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 3\ninitial apicid\t: 3\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 6\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.201\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 5\ninitial apicid\t: 5\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 7\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3101.189\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 7\ninitial apicid\t: 7\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\n",
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| 43 |
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| 47 |
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| 49 |
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| 50 |
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{
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| 51 |
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|
| 72 |
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| 73 |
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|
| 74 |
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| 75 |
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| 76 |
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|
| 77 |
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"model_type": "vit"
|
| 78 |
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}
|
20220911-h14m20s17_7/model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
|
| 3 |
+
size 343316317
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20220911-h14m20s17_7/ort_config.json
ADDED
|
@@ -0,0 +1,28 @@
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|
| 1 |
+
{
|
| 2 |
+
"opset": 13,
|
| 3 |
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"optimization": {},
|
| 4 |
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"optimum_version": "1.4.1.dev0",
|
| 5 |
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"quantization": {
|
| 6 |
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"activations_dtype": "QUInt8",
|
| 7 |
+
"activations_symmetric": false,
|
| 8 |
+
"format": "QOperator",
|
| 9 |
+
"is_static": false,
|
| 10 |
+
"mode": "IntegerOps",
|
| 11 |
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"nodes_to_exclude": [],
|
| 12 |
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"nodes_to_quantize": [],
|
| 13 |
+
"operators_to_quantize": [
|
| 14 |
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"Add"
|
| 15 |
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],
|
| 16 |
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"per_channel": true,
|
| 17 |
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"qdq_add_pair_to_weight": false,
|
| 18 |
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"qdq_dedicated_pair": false,
|
| 19 |
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"qdq_op_type_per_channel_support_to_axis": {
|
| 20 |
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"MatMul": 1
|
| 21 |
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},
|
| 22 |
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"reduce_range": true,
|
| 23 |
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"weights_dtype": "QInt8",
|
| 24 |
+
"weights_symmetric": true
|
| 25 |
+
},
|
| 26 |
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"transformers_version": "4.21.3",
|
| 27 |
+
"use_external_data_format": false
|
| 28 |
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}
|
20220911-h14m20s17_7/quantized_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:6dbf16c4772136bf3871d8fba1dadea8e8838d61440c5f62f187b3bd34d103cd
|
| 3 |
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size 343355264
|
20220911-h14m20s17_7/results.json
ADDED
|
@@ -0,0 +1,77 @@
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|
| 1 |
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{
|
| 2 |
+
"model_name_or_path": "nateraw/vit-base-beans",
|
| 3 |
+
"task": "image-classification",
|
| 4 |
+
"task_args": null,
|
| 5 |
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"dataset": {
|
| 6 |
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"path": "beans",
|
| 7 |
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"eval_split": "validation",
|
| 8 |
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"data_keys": {
|
| 9 |
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"primary": "image",
|
| 10 |
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"secondary": null
|
| 11 |
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},
|
| 12 |
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"ref_keys": [
|
| 13 |
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"labels"
|
| 14 |
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],
|
| 15 |
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"name": null,
|
| 16 |
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"calibration_split": "train"
|
| 17 |
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},
|
| 18 |
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"apply_quantization": true,
|
| 19 |
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"quantization_approach": "dynamic",
|
| 20 |
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"operators_to_quantize": [
|
| 21 |
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"Add"
|
| 22 |
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],
|
| 23 |
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"node_exclusion": [],
|
| 24 |
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"aware_training": null,
|
| 25 |
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"per_channel": true,
|
| 26 |
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"weights_dtype": null,
|
| 27 |
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"reduce_range": true,
|
| 28 |
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"calibration": {
|
| 29 |
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"method": "percentile",
|
| 30 |
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"num_calibration_samples": 128,
|
| 31 |
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"calibration_histogram_percentile": 99.999,
|
| 32 |
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"calibration_moving_average": null,
|
| 33 |
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"calibration_moving_average_constant": null
|
| 34 |
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},
|
| 35 |
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"framework": "onnxruntime",
|
| 36 |
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"framework_args": {
|
| 37 |
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"opset": 13,
|
| 38 |
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"optimization_level": 1,
|
| 39 |
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"intra_op_num_threads": 4
|
| 40 |
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},
|
| 41 |
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"hardware": "Architecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nByte Order: Little Endian\nAddress sizes: 46 bits physical, 48 bits virtual\nCPU(s): 8\nOn-line CPU(s) list: 0-7\nThread(s) per core: 2\nCore(s) per socket: 4\nSocket(s): 1\nNUMA node(s): 1\nVendor ID: GenuineIntel\nCPU family: 6\nModel: 85\nModel name: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nStepping: 7\nCPU MHz: 3104.309\nBogoMIPS: 4999.99\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 128 KiB\nL1i cache: 128 KiB\nL2 cache: 4 MiB\nL3 cache: 35.8 MiB\nNUMA node0 CPU(s): 0-7\nVulnerability Itlb multihit: KVM: Vulnerable\nVulnerability L1tf: Mitigation; PTE Inversion\nVulnerability Mds: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Meltdown: Mitigation; PTI\nVulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nprocessor\t: 0\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3104.309\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 0\ninitial apicid\t: 0\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 1\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3102.997\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 2\ninitial apicid\t: 2\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 2\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.850\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 4\ninitial apicid\t: 4\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 3\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3101.099\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 6\ninitial apicid\t: 6\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 4\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.170\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 1\ninitial apicid\t: 1\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 5\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3104.693\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 3\ninitial apicid\t: 3\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 6\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.029\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 5\ninitial apicid\t: 5\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 7\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3101.200\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 7\ninitial apicid\t: 7\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\n",
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{
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|
| 76 |
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"model_type": "vit"
|
| 77 |
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}
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20220911-h14m25s21_8/augmented_model.onnx
ADDED
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@@ -0,0 +1,3 @@
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size 343365129
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20220911-h14m25s21_8/calibration_histograms.npy
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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|
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size 10592680
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20220911-h14m25s21_8/model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
|
| 3 |
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size 343316317
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20220911-h14m25s21_8/ort_config.json
ADDED
|
@@ -0,0 +1,29 @@
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| 1 |
+
{
|
| 2 |
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"opset": 13,
|
| 3 |
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"optimization": {},
|
| 4 |
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"optimum_version": "1.4.1.dev0",
|
| 5 |
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"quantization": {
|
| 6 |
+
"activations_dtype": "QInt8",
|
| 7 |
+
"activations_symmetric": false,
|
| 8 |
+
"format": "QDQ",
|
| 9 |
+
"is_static": true,
|
| 10 |
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"mode": "QLinearOps",
|
| 11 |
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"nodes_to_exclude": [],
|
| 12 |
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"nodes_to_quantize": [],
|
| 13 |
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"operators_to_quantize": [
|
| 14 |
+
"Add",
|
| 15 |
+
"MatMul"
|
| 16 |
+
],
|
| 17 |
+
"per_channel": true,
|
| 18 |
+
"qdq_add_pair_to_weight": false,
|
| 19 |
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"qdq_dedicated_pair": false,
|
| 20 |
+
"qdq_op_type_per_channel_support_to_axis": {
|
| 21 |
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"MatMul": 1
|
| 22 |
+
},
|
| 23 |
+
"reduce_range": true,
|
| 24 |
+
"weights_dtype": "QInt8",
|
| 25 |
+
"weights_symmetric": true
|
| 26 |
+
},
|
| 27 |
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"transformers_version": "4.21.3",
|
| 28 |
+
"use_external_data_format": false
|
| 29 |
+
}
|
20220911-h14m25s21_8/quantized_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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|
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size 88446130
|
20220911-h14m25s21_8/results.json
ADDED
|
@@ -0,0 +1,78 @@
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|
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|
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|
| 1 |
+
{
|
| 2 |
+
"model_name_or_path": "nateraw/vit-base-beans",
|
| 3 |
+
"task": "image-classification",
|
| 4 |
+
"task_args": null,
|
| 5 |
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"dataset": {
|
| 6 |
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"path": "beans",
|
| 7 |
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"eval_split": "validation",
|
| 8 |
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"data_keys": {
|
| 9 |
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"primary": "image",
|
| 10 |
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"secondary": null
|
| 11 |
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},
|
| 12 |
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"ref_keys": [
|
| 13 |
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"labels"
|
| 14 |
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],
|
| 15 |
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"name": null,
|
| 16 |
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"calibration_split": "train"
|
| 17 |
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},
|
| 18 |
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"apply_quantization": true,
|
| 19 |
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"quantization_approach": "static",
|
| 20 |
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"operators_to_quantize": [
|
| 21 |
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"Add",
|
| 22 |
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"MatMul"
|
| 23 |
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],
|
| 24 |
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"node_exclusion": [],
|
| 25 |
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"aware_training": null,
|
| 26 |
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"per_channel": true,
|
| 27 |
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"weights_dtype": null,
|
| 28 |
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"reduce_range": true,
|
| 29 |
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"calibration": {
|
| 30 |
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"method": "percentile",
|
| 31 |
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"num_calibration_samples": 128,
|
| 32 |
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"calibration_histogram_percentile": 99.999,
|
| 33 |
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"calibration_moving_average": null,
|
| 34 |
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"calibration_moving_average_constant": null
|
| 35 |
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},
|
| 36 |
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"framework": "onnxruntime",
|
| 37 |
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"framework_args": {
|
| 38 |
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"opset": 13,
|
| 39 |
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"optimization_level": 1,
|
| 40 |
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"intra_op_num_threads": 4
|
| 41 |
+
},
|
| 42 |
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"hardware": "Architecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nByte Order: Little Endian\nAddress sizes: 46 bits physical, 48 bits virtual\nCPU(s): 8\nOn-line CPU(s) list: 0-7\nThread(s) per core: 2\nCore(s) per socket: 4\nSocket(s): 1\nNUMA node(s): 1\nVendor ID: GenuineIntel\nCPU family: 6\nModel: 85\nModel name: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nStepping: 7\nCPU MHz: 3100.538\nBogoMIPS: 4999.99\nHypervisor vendor: KVM\nVirtualization type: full\nL1d cache: 128 KiB\nL1i cache: 128 KiB\nL2 cache: 4 MiB\nL3 cache: 35.8 MiB\nNUMA node0 CPU(s): 0-7\nVulnerability Itlb multihit: KVM: Vulnerable\nVulnerability L1tf: Mitigation; PTE Inversion\nVulnerability Mds: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Meltdown: Mitigation; PTI\nVulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown\nVulnerability Spec store bypass: Vulnerable\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines, STIBP disabled, RSB filling\nVulnerability Srbds: Not affected\nVulnerability Tsx async abort: Not affected\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nprocessor\t: 0\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.538\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 0\ninitial apicid\t: 0\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 1\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.645\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 2\ninitial apicid\t: 2\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 2\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.024\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 4\ninitial apicid\t: 4\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 3\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3086.314\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 6\ninitial apicid\t: 6\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 4\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3099.889\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 0\ncpu cores\t: 4\napicid\t\t: 1\ninitial apicid\t: 1\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 5\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3101.324\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 1\ncpu cores\t: 4\napicid\t\t: 3\ninitial apicid\t: 3\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 6\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.176\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 2\ncpu cores\t: 4\napicid\t\t: 5\ninitial apicid\t: 5\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\nprocessor\t: 7\nvendor_id\t: GenuineIntel\ncpu family\t: 6\nmodel\t\t: 85\nmodel name\t: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz\nstepping\t: 7\nmicrocode\t: 0x500320a\ncpu MHz\t\t: 3100.008\ncache size\t: 36608 KB\nphysical id\t: 0\nsiblings\t: 8\ncore id\t\t: 3\ncpu cores\t: 4\napicid\t\t: 7\ninitial apicid\t: 7\nfpu\t\t: yes\nfpu_exception\t: yes\ncpuid level\t: 13\nwp\t\t: yes\nflags\t\t: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves ida arat pku ospke\nbugs\t\t: cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs itlb_multihit mmio_stale_data\nbogomips\t: 4999.99\nclflush size\t: 64\ncache_alignment\t: 64\naddress sizes\t: 46 bits physical, 48 bits virtual\npower management:\n\n",
|
| 43 |
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"versions": {
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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},
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| 48 |
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"evaluation": {
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| 49 |
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"time": [
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| 50 |
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{
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| 51 |
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| 52 |
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| 54 |
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| 55 |
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|
| 62 |
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}
|
| 63 |
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],
|
| 64 |
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"others": {
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| 65 |
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"accuracy": 0.45112781954887216,
|
| 66 |
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| 67 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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"time_benchmark_args": {
|
| 73 |
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"duration": 15,
|
| 74 |
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|
| 75 |
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},
|
| 76 |
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"from_transformers": true,
|
| 77 |
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"model_type": "vit"
|
| 78 |
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}
|
20220911-h14m29s08_9/augmented_model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:48775d477b8469b877cb43ecba218210ecd922d8bd14c0b28fff390b930eaa12
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size 343362681
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20220911-h14m29s08_9/calibration_histograms.npy
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:42b49c21cdbba674750913f47a8c581c570b173213283c9e4e1d820e69076489
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size 8210968
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20220911-h14m29s08_9/model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:ebc205081496541073af2cd0d8154900363afb23d2100f6398f3762f3c09f28d
|
| 3 |
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size 343316317
|
20220911-h14m29s08_9/ort_config.json
ADDED
|
@@ -0,0 +1,28 @@
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|
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|
| 1 |
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{
|
| 2 |
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"opset": 13,
|
| 3 |
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"optimization": {},
|
| 4 |
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"optimum_version": "1.4.1.dev0",
|
| 5 |
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"quantization": {
|
| 6 |
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"activations_dtype": "QInt8",
|
| 7 |
+
"activations_symmetric": false,
|
| 8 |
+
"format": "QDQ",
|
| 9 |
+
"is_static": true,
|
| 10 |
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"mode": "QLinearOps",
|
| 11 |
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"nodes_to_exclude": [],
|
| 12 |
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"nodes_to_quantize": [],
|
| 13 |
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"operators_to_quantize": [
|
| 14 |
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"Add"
|
| 15 |
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],
|
| 16 |
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"per_channel": true,
|
| 17 |
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"qdq_add_pair_to_weight": false,
|
| 18 |
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"qdq_dedicated_pair": false,
|
| 19 |
+
"qdq_op_type_per_channel_support_to_axis": {
|
| 20 |
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"MatMul": 1
|
| 21 |
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},
|
| 22 |
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"reduce_range": true,
|
| 23 |
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"weights_dtype": "QInt8",
|
| 24 |
+
"weights_symmetric": true
|
| 25 |
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},
|
| 26 |
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"transformers_version": "4.21.3",
|
| 27 |
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"use_external_data_format": false
|
| 28 |
+
}
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