SAVRN Model Hub · mobilenetv4_conv_small.e2400_r224_in1k
mobilenetv4_conv_small.e2400_r224_in1k GPU Requirements
mobilenetv4_conv_small.e2400_r224_in1k needs about under 0.1 GB of GPU memory at 16-bit, under 0.1 GB at 8-bit and under 0.1 GB at 4-bit: its 4M parameters plus a 20% working margin. The cheapest setup at 16-bit is 1x MI300X from $1.85 an hour, about $1,350 a month around the clock. Every one of the 9 accelerators the SAVRN Index prices holds it on one card at 16-bit.
Every Accelerator, Every Precision
How many cards of each accelerator the SAVRN Index prices it takes to hold mobilenetv4_conv_small.e2400_r224_in1k, and what that many cards cost an hour at the lowest listed on-demand price. Memory needed: under 0.1 GB at 16-bit, under 0.1 GB at 8-bit, under 0.1 GB at 4-bit.
| Accelerator | Memory per card | Lowest price per card | 16-bit | 8-bit | 4-bit |
|---|---|---|---|---|---|
| H100 Voltage Park |
80 GB | $1.99 | 1 card $1.99/hr |
1 card $1.99/hr |
1 card $1.99/hr |
| H200 GMI Cloud |
141 GB | $2.60 | 1 card $2.60/hr |
1 card $2.60/hr |
1 card $2.60/hr |
| B200 Vultr |
180 GB | $3.50 | 1 card $3.50/hr |
1 card $3.50/hr |
1 card $3.50/hr |
| GB200 NVL72 GMI Cloud |
186 GB | $8.00 | 1 card $8.00/hr |
1 card $8.00/hr |
1 card $8.00/hr |
| MI300X Vultr |
192 GB | $1.85 | 1 card $1.85/hr |
1 card $1.85/hr |
1 card $1.85/hr |
| MI325X Vultr |
256 GB | $2.00 | 1 card $2.00/hr |
1 card $2.00/hr |
1 card $2.00/hr |
| B300 Massed Compute |
268 GB | $6.60 | 1 card $6.60/hr |
1 card $6.60/hr |
1 card $6.60/hr |
| GB300 NVL72 Verda |
279 GB | $11.94 | 1 card $11.94/hr |
1 card $11.94/hr |
1 card $11.94/hr |
| MI355X Vultr |
288 GB | $2.59 | 1 card $2.59/hr |
1 card $2.59/hr |
1 card $2.59/hr |
Running It Around the Clock
| Precision | Cheapest setup | Per hour | Per month (730 hours) |
|---|---|---|---|
| 16-bit | 1x MI300X (Vultr) | $1.85 | $1,350 |
| 8-bit | 1x MI300X (Vultr) | $1.85 | $1,350 |
| 4-bit | 1x MI300X (Vultr) | $1.85 | $1,350 |
One copy of the model on rented cards, busy or idle. Serving more users at once takes more copies or more memory for their contexts.
Questions
How much VRAM does mobilenetv4_conv_small.e2400_r224_in1k need?
About under 0.1 GB at 16-bit; about under 0.1 GB at 8-bit; about under 0.1 GB at 4-bit: the weights plus 20% for the runtime and a short context. A long context needs more.
What is the cheapest GPU setup to run mobilenetv4_conv_small.e2400_r224_in1k?
At 16-bit, 1x MI300X from $1.85 an hour, at the lowest on-demand price the SAVRN Index lists.
Can mobilenetv4_conv_small.e2400_r224_in1k run on a single H100?
Yes at 16-bit, 8-bit, 4-bit: an H100 has 80 GB and mobilenetv4_conv_small.e2400_r224_in1k needs under 0.1 GB at 16-bit.
Memory is the weights at that precision plus 20% for the runtime and a short context. Prices are the lowest on-demand hourly rates in the SAVRN Index, read Oct 22, 2026. Setups beyond eight cards, one server, are not listed.