Download eval/results-coreml.json from precisit/one-pass-sv-forms: direct link, hf CLI and curl.
- Browser
- Download file 6.31 kB
-
https://huggingface.co/precisit/one-pass-sv-forms/resolve/adce86401213ba6ee8cfccadeb8bc4bf192092f2/eval/results-coreml.json
- Command line
-
hf download hf://precisit/one-pass-sv-forms@adce86401213ba6ee8cfccadeb8bc4bf192092f2/eval/results-coreml.json
-
curl -L -o results-coreml.json https://huggingface.co/precisit/one-pass-sv-forms/resolve/adce86401213ba6ee8cfccadeb8bc4bf192092f2/eval/results-coreml.json
6.31 kB
| { | |
| "checkpoint": "runs/sv-tinyx-10000/model", | |
| "limits": { | |
| "context_bytes": 224, | |
| "max_options": 40, | |
| "option_bytes": 96 | |
| }, | |
| "torch_baseline": { | |
| "examples": 29839, | |
| "per_action": { | |
| "check": { | |
| "acc": 1.0, | |
| "n": 855 | |
| }, | |
| "click": { | |
| "acc": 1.0, | |
| "n": 1009 | |
| }, | |
| "fill": { | |
| "acc": 0.9900317827217567, | |
| "n": 13844 | |
| }, | |
| "skip": { | |
| "acc": 0.9947632863916213, | |
| "n": 14131 | |
| } | |
| }, | |
| "silent_skip_rate_of_fills": 7.22334585379948e-05, | |
| "skipped_when_fill_expected": 1, | |
| "top1": 0.9928952042628775 | |
| }, | |
| "variants": { | |
| "fp16": { | |
| "handwritten_demo__ane": { | |
| "compute_units": "ComputeUnit.CPU_AND_NE", | |
| "examples": 47, | |
| "latency_ms_median": 1.3022092171013355, | |
| "latency_ms_p95": 1.6720420680940151, | |
| "mismatches_vs_torch": 0, | |
| "parity_with_torch": 1.0, | |
| "per_action": { | |
| "check": { | |
| "acc": 1.0, | |
| "n": 3 | |
| }, | |
| "click": { | |
| "acc": 1.0, | |
| "n": 3 | |
| }, | |
| "fill": { | |
| "acc": 1.0, | |
| "n": 29 | |
| }, | |
| "skip": { | |
| "acc": 1.0, | |
| "n": 12 | |
| } | |
| }, | |
| "silent_skip_rate_of_fills": 0.0, | |
| "skipped_when_fill_expected": 0, | |
| "top1": 1.0 | |
| }, | |
| "package_bytes": 1507474, | |
| "synthetic_test__ane": { | |
| "compute_units": "ComputeUnit.CPU_AND_NE", | |
| "examples": 29836, | |
| "latency_ms_median": 1.313916640356183, | |
| "latency_ms_p95": 1.412208192050457, | |
| "mismatches_vs_torch": 15, | |
| "parity_with_torch": 0.9994972516423113, | |
| "per_action": { | |
| "check": { | |
| "acc": 1.0, | |
| "n": 855 | |
| }, | |
| "click": { | |
| "acc": 1.0, | |
| "n": 1009 | |
| }, | |
| "fill": { | |
| "acc": 0.9899580985406733, | |
| "n": 13842 | |
| }, | |
| "skip": { | |
| "acc": 0.994762915782024, | |
| "n": 14130 | |
| } | |
| }, | |
| "silent_skip_rate_of_fills": 7.224389539083947e-05, | |
| "skipped_when_fill_expected": 1, | |
| "top1": 0.9928609733208205 | |
| }, | |
| "synthetic_test__cpu": { | |
| "compute_units": "ComputeUnit.CPU_ONLY", | |
| "examples": 29836, | |
| "latency_ms_median": 1.7267910297960043, | |
| "latency_ms_p95": 1.9287499599158764, | |
| "mismatches_vs_torch": 14, | |
| "parity_with_torch": 0.9995307681994905, | |
| "per_action": { | |
| "check": { | |
| "acc": 1.0, | |
| "n": 855 | |
| }, | |
| "click": { | |
| "acc": 1.0, | |
| "n": 1009 | |
| }, | |
| "fill": { | |
| "acc": 0.9897413668545008, | |
| "n": 13842 | |
| }, | |
| "skip": { | |
| "acc": 0.994762915782024, | |
| "n": 14130 | |
| } | |
| }, | |
| "silent_skip_rate_of_fills": 7.224389539083947e-05, | |
| "skipped_when_fill_expected": 1, | |
| "top1": 0.9927604236492827 | |
| } | |
| }, | |
| "int4": { | |
| "handwritten_demo__ane": { | |
| "compute_units": "ComputeUnit.CPU_AND_NE", | |
| "examples": 47, | |
| "latency_ms_median": 1.8585827201604843, | |
| "latency_ms_p95": 2.018083818256855, | |
| "mismatches_vs_torch": 32, | |
| "parity_with_torch": 0.3191489361702128, | |
| "per_action": { | |
| "check": { | |
| "acc": 0.0, | |
| "n": 3 | |
| }, | |
| "click": { | |
| "acc": 0.0, | |
| "n": 3 | |
| }, | |
| "fill": { | |
| "acc": 0.10344827586206896, | |
| "n": 29 | |
| }, | |
| "skip": { | |
| "acc": 1.0, | |
| "n": 12 | |
| } | |
| }, | |
| "silent_skip_rate_of_fills": 0.896551724137931, | |
| "skipped_when_fill_expected": 26, | |
| "top1": 0.3191489361702128 | |
| }, | |
| "package_bytes": 492577, | |
| "synthetic_test__ane": { | |
| "compute_units": "ComputeUnit.CPU_AND_NE", | |
| "examples": 29836, | |
| "latency_ms_median": 1.9839999731630087, | |
| "latency_ms_p95": 2.11525009945035, | |
| "mismatches_vs_torch": 15015, | |
| "parity_with_torch": 0.4967488939536131, | |
| "per_action": { | |
| "check": { | |
| "acc": 0.012865497076023392, | |
| "n": 855 | |
| }, | |
| "click": { | |
| "acc": 0.0, | |
| "n": 1009 | |
| }, | |
| "fill": { | |
| "acc": 0.06408033521167461, | |
| "n": 13842 | |
| }, | |
| "skip": { | |
| "acc": 0.9905166312809625, | |
| "n": 14130 | |
| } | |
| }, | |
| "silent_skip_rate_of_fills": 0.9143909839618553, | |
| "skipped_when_fill_expected": 12657, | |
| "top1": 0.4991956026276981 | |
| } | |
| }, | |
| "int8": { | |
| "handwritten_demo__ane": { | |
| "compute_units": "ComputeUnit.CPU_AND_NE", | |
| "examples": 47, | |
| "latency_ms_median": 1.3158749788999557, | |
| "latency_ms_p95": 1.4334581792354584, | |
| "mismatches_vs_torch": 0, | |
| "parity_with_torch": 1.0, | |
| "per_action": { | |
| "check": { | |
| "acc": 1.0, | |
| "n": 3 | |
| }, | |
| "click": { | |
| "acc": 1.0, | |
| "n": 3 | |
| }, | |
| "fill": { | |
| "acc": 1.0, | |
| "n": 29 | |
| }, | |
| "skip": { | |
| "acc": 1.0, | |
| "n": 12 | |
| } | |
| }, | |
| "silent_skip_rate_of_fills": 0.0, | |
| "skipped_when_fill_expected": 0, | |
| "top1": 1.0 | |
| }, | |
| "package_bytes": 806125, | |
| "synthetic_test__ane": { | |
| "compute_units": "ComputeUnit.CPU_AND_NE", | |
| "examples": 29836, | |
| "latency_ms_median": 1.3136658817529678, | |
| "latency_ms_p95": 1.4113341458141804, | |
| "mismatches_vs_torch": 13, | |
| "parity_with_torch": 0.9995642847566698, | |
| "per_action": { | |
| "check": { | |
| "acc": 1.0, | |
| "n": 855 | |
| }, | |
| "click": { | |
| "acc": 1.0, | |
| "n": 1009 | |
| }, | |
| "fill": { | |
| "acc": 0.990102586331455, | |
| "n": 13842 | |
| }, | |
| "skip": { | |
| "acc": 0.994762915782024, | |
| "n": 14130 | |
| } | |
| }, | |
| "silent_skip_rate_of_fills": 7.224389539083947e-05, | |
| "skipped_when_fill_expected": 1, | |
| "top1": 0.992928006435179 | |
| } | |
| } | |
| } | |
| } | |